{"id":6090,"date":"2023-10-18T05:57:54","date_gmt":"2023-10-18T05:57:54","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6090"},"modified":"2023-10-18T05:57:56","modified_gmt":"2023-10-18T05:57:56","slug":"noromorfik-hesaplama-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/noromorfik-hesaplama-nedir\/","title":{"rendered":"N\u00f6romorfik Hesaplama Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6090\" class=\"elementor elementor-6090\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0b34790 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0b34790\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container 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data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0fae481\" data-id=\"0fae481\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9ad0ef0 elementor-widget elementor-widget-heading\" data-id=\"9ad0ef0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">N\u00f6romorfik Hesaplama Nedir?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-95998a0 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"95998a0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8bcab82\" data-id=\"8bcab82\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-758670d elementor-widget elementor-widget-text-editor\" data-id=\"758670d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><p>N\u00f6romorfik hesaplama, insan beyninin yap\u0131s\u0131n\u0131 ve i\u015flevini yans\u0131tmak amac\u0131yla bilgisayar \u00e7iplerinin tasarland\u0131\u011f\u0131 ve \u00fcretildi\u011fi bir s\u00fcre\u00e7tir.<\/p><p>Yapay n\u00f6ronlar ve sinapslar kullanarak n\u00f6romorfik bilgisayarlar, bilgi i\u015fleme y\u00f6ntemlerini taklit ederek, bug\u00fcn yayg\u0131n olarak kullan\u0131lan bilgisayarlardan daha h\u0131zl\u0131 ve verimli bir \u015fekilde sorunlar\u0131 \u00e7\u00f6zme, desenleri tan\u0131ma ve kararlar alma yetene\u011fi kazan\u0131rlar.<\/p><p>Accenture Labs&#8217;\u0131n yard\u0131mc\u0131 direkt\u00f6rlerinden Andreea Danielescu, Integrated In&#8217;e \u015funlar\u0131 s\u00f6yledi: &#8220;Bu, beynimizden ilham alan donan\u0131m ve algoritmalarla ilgilidir.&#8221;<\/p><p>N\u00f6romorfik hesaplama, hala yeni bir aland\u0131r ve ger\u00e7ek d\u00fcnya uygulamalar\u0131, \u00fcniversiteler, h\u00fck\u00fcmetler ve b\u00fcy\u00fck teknoloji \u015firketleri gibi kurulu\u015flar taraf\u0131ndan y\u00fcr\u00fct\u00fclen ara\u015ft\u0131rmalar\u0131n \u00f6tesinde s\u0131n\u0131rl\u0131d\u0131r. Ancak n\u00f6romorfik bilgi i\u015fleme, \u00f6zellikle h\u0131z ve verimlili\u011fin kritik oldu\u011fu u\u00e7 bili\u015fim, otonom ara\u00e7lar, bili\u015fsel bilgi i\u015fleme ve di\u011fer <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> uygulamalar\u0131 gibi alanlarda b\u00fcy\u00fck umut vaat etmektedir.<\/p><p>Stanford \u00dcniversitesi profes\u00f6r\u00fc ve n\u00f6romorfik hesaplama uzman\u0131 Kwabena Boahen&#8217;e g\u00f6re, g\u00fcn\u00fcm\u00fczde yapay zeka hesaplamalar\u0131n\u0131n \u00f6l\u00e7e\u011fi her \u00fc\u00e7 ila d\u00f6rt ayda bir ikiye katlanmaktad\u0131r. Bir\u00e7ok uzman, n\u00f6romorfik hesaplaman\u0131n, sadece iki y\u0131lda bir ikiye katlanan Moore Yasas\u0131&#8217;n\u0131n s\u0131n\u0131rlar\u0131n\u0131 a\u015fma potansiyeline sahip oldu\u011funa inanmaktad\u0131r.<\/p><p>Teknoloji dan\u0131\u015fman\u0131 Daniel Bron, Integrated In&#8217;e \u015funlar\u0131 s\u00f6yledi: &#8220;Yapay zeka, mevcut bilgisayarlarla ula\u015fmas\u0131 gereken noktaya gelmek i\u00e7in n\u00f6romorfik hesaplamaya ihtiya\u00e7 duyar. Bu gereklili\u011fin ne kadar acil oldu\u011funu \u015fu an i\u00e7in kesin bir \u015fekilde s\u00f6ylemek zor olabilir, ancak kesinlikle \u00e7ok daha verimli bir yakla\u015f\u0131m sunuyor.&#8221;<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1231cdd elementor-widget elementor-widget-image\" data-id=\"1231cdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Noromorfik-Hesaplama-Nedir.png\" class=\"attachment-large size-large wp-image-6092\" alt=\"N\u00f6romorfik Hesaplama Nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Noromorfik-Hesaplama-Nedir.png 800w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Noromorfik-Hesaplama-Nedir-300x188.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Noromorfik-Hesaplama-Nedir-768x480.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Noromorfik-Hesaplama-Nedir-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">N\u00f6romorfik Hesaplama Nedir?<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2635748 elementor-widget elementor-widget-heading\" data-id=\"2635748\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">N\u00f6romorfik Hesaplama Nas\u0131l \u00c7al\u0131\u015f\u0131r?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1c3998 elementor-widget elementor-widget-text-editor\" data-id=\"f1c3998\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>N\u00f6romorfik hesaplaman\u0131n i\u015fleyi\u015fini anlamak i\u00e7in, \u00f6ncelikle bu yakla\u015f\u0131m\u0131n taklit etmeye \u00e7al\u0131\u015ft\u0131\u011f\u0131 bili\u015fsel s\u00fcre\u00e7leri kavraman\u0131z gerekmektedir.<\/p><p>Bron, n\u00f6romorfik mimarilerin genellikle neokorteksteki i\u015fleyi\u015fi modellemeye \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 ifade etti. Bu, duyusal alg\u0131, motor kontrol, mekansal d\u00fc\u015f\u00fcnce ve dil gibi y\u00fcksek bili\u015fsel i\u015flevlerin bu yap\u0131da ger\u00e7ekle\u015fti\u011fi d\u00fc\u015f\u00fcncesinden kaynaklanmaktad\u0131r. Neokorteksin katmanl\u0131 yap\u0131s\u0131 ve karma\u015f\u0131k ba\u011flant\u0131lar\u0131, bilgi i\u015fleme ve insan d\u00fc\u015f\u00fcnme yetene\u011fi a\u00e7\u0131s\u0131ndan hayati bir \u00f6neme sahiptir.<\/p><p>Neokorteks, bilgiyi neredeyse anl\u0131k bir h\u0131zla ve b\u00fcy\u00fck bir verimlilikle beyne ta\u015f\u0131yan n\u00f6ronlar ve sinapslar taraf\u0131ndan olu\u015fturulur. Bu, aya\u011f\u0131n\u0131za keskin bir \u00e7iviyle yanl\u0131\u015fl\u0131kla bast\u0131\u011f\u0131n\u0131zda hemen tepki vermenizi sa\u011flayan \u015feydir.<\/p><p>N\u00f6romorfik bilgisayarlar, bu etkili i\u015fleme kapasitesini taklit etmeye \u00e7al\u0131\u015f\u0131r. Bunu, &#8220;y\u00fckselen sinir a\u011flar\u0131&#8221; olarak adland\u0131r\u0131lan bir yap\u0131 kullanarak ger\u00e7ekle\u015ftirirler. Bu yap\u0131larda, biyolojik n\u00f6ronlar\u0131 and\u0131ran n\u00f6ronlar, aralar\u0131nda elektrik sinyallerini ileten yapay sinaptik cihazlar arac\u0131l\u0131\u011f\u0131yla ba\u011flant\u0131 kurarlar.<\/p><p>Spiking sinir a\u011flar\u0131, esasen normal bir bilgisayarda \u00e7al\u0131\u015ft\u0131r\u0131lan algoritmalardan olu\u015fan yapay sinir a\u011f\u0131na dayal\u0131 bir donan\u0131m versiyonu olup, insan beyninin d\u00fc\u015f\u00fcnme mant\u0131\u011f\u0131n\u0131 taklit etmeye y\u00f6nelik bir yakla\u015f\u0131m sunar.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2e9fec elementor-widget elementor-widget-heading\" data-id=\"f2e9fec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">N\u00d6ROMORF\u0130K HESAPLAMANIN GELENEKSEL HESAPLAMADAN FARKLARI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e454c75 elementor-widget elementor-widget-text-editor\" data-id=\"e454c75\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>N\u00f6romorfik hesaplama mimarisi, geleneksel bilgisayar mimarisi olan von Neumann mimarisinin bir sapmas\u0131 olarak kabul edilir ve g\u00fcn\u00fcm\u00fczde yayg\u0131n olarak kullan\u0131lan bu von Neumann mimarisinden farkl\u0131d\u0131r.<\/p><p>Von Neumann bilgisayarlar\u0131, bilgiyi ikili bir \u015fekilde i\u015flerler, yani her \u015fey sadece bir veya s\u0131f\u0131r olabilir. Bu, veri i\u015fleme (CPU) ve bellek depolama (RAM) aras\u0131nda net bir ayr\u0131m\u0131 gerektirir ve i\u015flemlerin s\u0131ral\u0131 olarak yap\u0131lmas\u0131n\u0131 zorunlu k\u0131lar.<\/p><p>\u00d6te yandan, n\u00f6romorfik bilgisayarlar, milyonlarca yapay n\u00f6ron ve sinaps\u0131n ayn\u0131 anda farkl\u0131 bilgileri i\u015fleyebildi\u011fi bir yap\u0131ya sahiptir. Bu, von Neumann bilgisayarlar\u0131na k\u0131yasla \u00e7ok daha fazla hesaplama esnekli\u011fi sunar. N\u00f6romorfik bilgisayarlar, haf\u0131za ve i\u015flemeyi daha yak\u0131ndan birle\u015ftirerek daha veri yo\u011fun g\u00f6revleri h\u0131zland\u0131rabilir.<\/p><p>Von Neumann bilgisayarlar\u0131 uzun y\u0131llard\u0131r standart kabul edilmi\u015ftir ve \u00e7ok \u00e7e\u015fitli uygulamalarda, kelime i\u015flemeden bilimsel sim\u00fclasyonlara kadar kullan\u0131lm\u0131\u015ft\u0131r. Ancak enerji verimlili\u011fi a\u00e7\u0131s\u0131ndan zay\u0131f olabilirler ve veri aktar\u0131m darbo\u011fazlar\u0131 gibi sorunlar performans\u0131 s\u0131n\u0131rlayabilir. Zaman i\u00e7inde von Neumann mimarilerinin, ihtiya\u00e7 duyulan i\u015flem g\u00fcc\u00fc art\u0131\u015flar\u0131n\u0131 sa\u011flamak konusunda zorluklarla kar\u015f\u0131la\u015faca\u011f\u0131 g\u00f6z \u00f6n\u00fcnde bulunduruldu\u011funda, ara\u015ft\u0131rmac\u0131lar alternatif mimarileri, \u00f6rne\u011fin n\u00f6romorfik ve kuantum bilgisayarlar\u0131n\u0131 incelemeye y\u00f6nlendirmi\u015ftir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bcbc69 elementor-widget elementor-widget-heading\" data-id=\"9bcbc69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">N\u00f6romorfik Hesaplama ve Kuantum Hesaplama\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b42642 elementor-widget elementor-widget-text-editor\" data-id=\"7b42642\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>N\u00f6romorfik hesaplama ile kuantum hesaplama, her birinin \u00f6zg\u00fcn \u00f6zelliklere, avantajlara ve uygulamalara sahip oldu\u011fu iki yenilik\u00e7i yakla\u015f\u0131md\u0131r.<\/p><p>N\u00f6romorfik hesaplama:<\/p><p>&#8211; \u0130nsan beyninin yap\u0131s\u0131ndan ve i\u015fleyi\u015finden ilham alarak geli\u015ftirilmi\u015ftir.<br \/>&#8211; Yapay n\u00f6ronlar ve sinapslar kullanarak paralel i\u015flem yapar ve ger\u00e7ek zamanl\u0131 \u00f6\u011frenmeyi sa\u011flar.<br \/>&#8211; G\u00f6revlerle ilgili \u00f6zellikle \u00f6r\u00fcnt\u00fc tan\u0131ma ve duyusal i\u015fleme alanlar\u0131nda kullan\u0131m\u0131 uygundur.<br \/>&#8211; Kuantum hesaplamaya g\u00f6re lojistik a\u00e7\u0131dan daha kolay bir \u015fekilde ger\u00e7ekle\u015ftirilebilir.<br \/>&#8211; Enerji verimlili\u011fi a\u00e7\u0131s\u0131ndan kuantum hesaplamadan daha avantajl\u0131d\u0131r.<\/p><p>Kuantum hesaplama:<\/p><p>&#8211; Bilgi i\u015fleme i\u00e7in kuantum mekani\u011fi ilkelerini kullan\u0131r.<br \/>&#8211; K\u00fcbitlere (kuantum bitleri) dayanarak \u00e7ok boyutlu kuantum algoritmalar\u0131n\u0131 \u00e7al\u0131\u015ft\u0131r\u0131r ve \u00e7\u00f6zer.<br \/>&#8211; \u00d6zellikle karma\u015f\u0131k problemler, \u00f6rne\u011fin kriptografi ve molek\u00fcler sim\u00fclasyon gibi, etkili bir \u015fekilde \u00e7\u00f6zmede iyidir.<br \/>&#8211; N\u00f6romorfik hesaplama sistemlerine g\u00f6re daha d\u00fc\u015f\u00fck s\u0131cakl\u0131kta \u00e7al\u0131\u015f\u0131r, ancak daha fazla g\u00fc\u00e7 t\u00fcketebilir.<\/p><p>Her ne kadar birbirlerinden olduk\u00e7a farkl\u0131 olsalar da, hem n\u00f6romorfik hesaplama hem de kuantum hesaplama, kendi alanlar\u0131nda \u00f6nemli potansiyel sunmakta olup, geli\u015ftirme ve uygulama a\u015famalar\u0131 hala ba\u015flang\u0131\u00e7 a\u015famas\u0131ndad\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e36110 elementor-widget elementor-widget-image\" data-id=\"7e36110\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"755\" height=\"423\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Makine-Ogrenmesinde-Onyargiyla-Mucadelenin-6-Yolu.png\" class=\"attachment-large size-large wp-image-6083\" alt=\"Makine \u00d6\u011frenmesinde \u00d6nyarg\u0131yla M\u00fccadelenin 6 Yolu\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Makine-Ogrenmesinde-Onyargiyla-Mucadelenin-6-Yolu.png 755w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Makine-Ogrenmesinde-Onyargiyla-Mucadelenin-6-Yolu-300x168.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Makine-Ogrenmesinde-Onyargiyla-Mucadelenin-6-Yolu-18x10.png 18w\" sizes=\"(max-width: 755px) 100vw, 755px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Makine \u00d6\u011frenmesinde \u00d6nyarg\u0131yla M\u00fccadelenin 6 Yolu<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea17681 elementor-widget elementor-widget-heading\" data-id=\"ea17681\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">N\u00f6romorfik Hesaplaman\u0131n Faydalar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c13b74a elementor-widget elementor-widget-text-editor\" data-id=\"c13b74a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>N\u00f6romorfik bilgi i\u015fleme, geli\u015fmi\u015f bilgi i\u015flemin evrimini h\u0131zland\u0131ran bir katk\u0131 olarak sunulan \u00e7e\u015fitli avantajlar sunar.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6a248a elementor-widget elementor-widget-heading\" data-id=\"d6a248a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">GELENEKSEL B\u0130LG\u0130SAYARLARDAN DAHA HIZLI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-762524a elementor-widget elementor-widget-text-editor\" data-id=\"762524a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>N\u00f6romorfik sistemler, ger\u00e7ek n\u00f6ronlar\u0131n elektriksel \u00f6zelliklerini daha yak\u0131ndan taklit etmek amac\u0131yla tasarlanm\u0131\u015ft\u0131r. Bu tasar\u0131m, hesaplama s\u00fcre\u00e7lerini h\u0131zland\u0131rabilir ve daha az enerji t\u00fcketebilir. Teknoloji dan\u0131\u015fmanl\u0131\u011f\u0131 firmas\u0131 Omdia&#8217;n\u0131n ba\u015f analisti Alexander Harrowell, n\u00f6ronlar\u0131n sadece ilgili olaylar meydana geldi\u011finde bilgiyi i\u015fledikleri olaylara odakl\u0131 bir \u015fekilde \u00e7al\u0131\u015ft\u0131klar\u0131 i\u00e7in, &#8220;neredeyse an\u0131nda&#8221; yan\u0131tlar \u00fcretebildiklerini belirtti.<\/p><p>D\u00fc\u015f\u00fck gecikme her zaman faydal\u0131d\u0131r, ancak \u00f6zellikle IoT cihazlar\u0131 gibi ger\u00e7ek zamanl\u0131 sens\u00f6r verilerinin i\u015flenmesine dayal\u0131 teknolojilerde b\u00fcy\u00fck bir fark yaratabilir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b792f2f elementor-widget elementor-widget-heading\" data-id=\"b792f2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">DESEN TANIMA KONUSUNDA M\u00dcKEMMEL\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a10efc elementor-widget elementor-widget-text-editor\" data-id=\"3a10efc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>N\u00f6romorfik bilgisayarlar, bilgiyi b\u00fcy\u00fck \u00f6l\u00e7\u00fcde paralel bir \u015fekilde i\u015fledikleri i\u00e7in \u00f6zellikle kal\u0131plar\u0131 tan\u0131ma konusunda \u00fcst\u00fcn bir performans sergilerler. Accenture Labs&#8217;tan Danielescu, bu sistemlerin siber g\u00fcvenlikten sa\u011fl\u0131k izlemeye kadar bir\u00e7ok alanda anormallikleri tespit etme yetene\u011fi konusunda da ba\u015far\u0131l\u0131 oldu\u011funu belirtti.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a90da5 elementor-widget elementor-widget-heading\" data-id=\"8a90da5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">HIZLI \u00d6\u011eRENEB\u0130LEN\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cbdef3 elementor-widget elementor-widget-text-editor\" data-id=\"2cbdef3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>N\u00f6romorfik bilgisayarlar, insanlar\u0131n deneyimlere yan\u0131t olarak n\u00f6ron ba\u011flant\u0131lar\u0131n\u0131n g\u00fcc\u00fcn\u00fc de\u011fi\u015ftirerek uyaranlara h\u0131zla uyum sa\u011flamalar\u0131n\u0131 taklit eden ger\u00e7ek zamanl\u0131 \u00f6\u011frenme yetene\u011fine sahip olarak tasarland\u0131.<\/p><p>Bron, &#8220;Sinir a\u011flar\u0131 s\u00fcrekli olarak uyum sa\u011flama yetene\u011fine sahiptirler,&#8221; \u015feklinde ifade etti. &#8220;Bu s\u00fcrekli de\u011fi\u015fim ve ilerlemeyi te\u015fvik eder ve sonu\u00e7 olarak performanslar\u0131n\u0131 giderek art\u0131r\u0131r.&#8221;<\/p><p>Bu \u00e7ok y\u00f6nl\u00fcl\u00fck, montaj hatt\u0131nda bir robota yeni beceriler \u00f6\u011fretmek veya otonom bir \u015fekilde yo\u011fun \u015fehir sokaklar\u0131nda ara\u00e7lar\u0131n gezinmesini sa\u011flamak gibi, s\u00fcrekli \u00f6\u011frenme ve h\u0131zl\u0131 karar verme gerektiren uygulamalarda b\u00fcy\u00fck bir de\u011fer ta\u015f\u0131r.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c26de8 elementor-widget elementor-widget-heading\" data-id=\"9c26de8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">VER\u0130ML\u0130 ENERJ\u0130\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1398786 elementor-widget elementor-widget-text-editor\" data-id=\"1398786\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>N\u00f6romorfik hesaplaman\u0131n en \u00e7arp\u0131c\u0131 avantajlar\u0131ndan biri, enerji verimlili\u011fidir. Bu, \u00f6zellikle enerji israf\u0131yla \u00fcnl\u00fc yapay zeka end\u00fcstrisine b\u00fcy\u00fck katk\u0131 sa\u011flayabilir. N\u00f6romorfik bilgisayar \u00e7ipleri, verileri her bir n\u00f6ron \u00fczerinde ayr\u0131 ayr\u0131 i\u015flemek ve depolamak yerine, bu i\u015flemleri n\u00f6ronlar aras\u0131nda paralel olarak ger\u00e7ekle\u015ftirebilir. Bu paralel i\u015fleme yetene\u011fi, birden fazla g\u00f6revin ayn\u0131 anda ger\u00e7ekle\u015ftirilmesine olanak tan\u0131r, bu da g\u00f6revlerin daha h\u0131zl\u0131 tamamlanmas\u0131na ve daha d\u00fc\u015f\u00fck enerji t\u00fcketimine yol a\u00e7abilir. Ayr\u0131ca, y\u00fckselen sinir a\u011flar\u0131, sadece ani art\u0131\u015flara tepki vererek hesaplama yapar. Bu, herhangi bir anda sistemin yaln\u0131zca birka\u00e7 n\u00f6ronun g\u00fc\u00e7 kulland\u0131\u011f\u0131 ve geri kalan\u0131n\u0131n bo\u015fta bekledi\u011fi anlam\u0131na gelir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1c4b65 elementor-widget elementor-widget-image\" data-id=\"d1c4b65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"390\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-caginda-hangi-sosyal-beceriler-onemli.jpg\" class=\"attachment-large size-large wp-image-5429\" alt=\"Yapay zeka \u00e7a\u011f\u0131nda hangi sosyal beceriler \u00f6nemli?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-caginda-hangi-sosyal-beceriler-onemli.jpg 640w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-caginda-hangi-sosyal-beceriler-onemli-300x183.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-caginda-hangi-sosyal-beceriler-onemli-18x12.jpg 18w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yapay zeka \u00e7a\u011f\u0131nda hangi sosyal beceriler \u00f6nemli?<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bec1003 elementor-widget elementor-widget-heading\" data-id=\"bec1003\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">N\u00f6romorfik Hesaplaman\u0131n Zorluklar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d311a48 elementor-widget elementor-widget-text-editor\" data-id=\"d311a48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>N\u00f6romorfik hesaplama, yapay zeka uygulamalar\u0131nda, veri analizinde ve hatta insan bili\u015fi anlay\u0131\u015f\u0131m\u0131zda devrim yaratma potansiyeline sahip olsa da, geli\u015fimi \u00e7e\u015fitli zorluklarla kar\u015f\u0131 kar\u015f\u0131yad\u0131r.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bead9c elementor-widget elementor-widget-heading\" data-id=\"8bead9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">KAR\u015eILA\u015eTIRMA VEYA STANDARD\u0130ZASYON YOK\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-efe7076 elementor-widget elementor-widget-text-editor\" data-id=\"efe7076\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>N\u00f6romorfik hesaplama hala nispeten yeni bir teknoloji oldu\u011fundan, bu teknoloji i\u00e7in standart bir k\u0131yaslama yoktur, bu da performans\u0131n\u0131 de\u011ferlendirmeyi ve bir ara\u015ft\u0131rma laboratuvar\u0131 d\u0131\u015f\u0131nda etkinli\u011fini kan\u0131tlamay\u0131 zorla\u015ft\u0131r\u0131r.\u00a0N\u00f6romorfik hesaplamaya y\u00f6nelik standartla\u015ft\u0131r\u0131lm\u0131\u015f mimarilerin ve yaz\u0131l\u0131m aray\u00fczlerinin bulunmamas\u0131, uygulamalar\u0131n ve sonu\u00e7lar\u0131n payla\u015f\u0131lmas\u0131n\u0131 zorla\u015ft\u0131rabilir.\u00a0Ancak Danielescu, akademik ve sekt\u00f6r liderleri aras\u0131nda bunu de\u011fi\u015ftirmeye y\u00f6nelik &#8220;b\u00fcy\u00fck bir bask\u0131&#8221; oldu\u011funu s\u00f6yledi.\u00a0<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b26b67 elementor-widget elementor-widget-heading\" data-id=\"5b26b67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">SINIRLI DONANIM VE YAZILIM\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e525e8a elementor-widget elementor-widget-text-editor\" data-id=\"e525e8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>\u0130nsan beyninin karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 etkili bir \u015fekilde taklit edebilen n\u00f6romorfik donan\u0131m tasarlamak ve \u00fcretmek b\u00fcy\u00fck bir zorluktur.\u00a0Bunun nedeni, hesaplamadaki t\u00fcm yerle\u015fik kurallar\u0131n (\u00f6rne\u011fin, verilerin nas\u0131l kodland\u0131\u011f\u0131) a\u011f\u0131rl\u0131kl\u0131 olarak von Neumann modeli \u00e7er\u00e7evesinde geli\u015fmi\u015f olmas\u0131d\u0131r.<\/span><\/p><p><span>\u00d6rne\u011fin, kare tabanl\u0131 kameralar g\u00f6rsel girdiyi bir dizi ayr\u0131 kare olarak anlar ve onu bu \u015fekilde i\u015fler.\u00a0Ancak n\u00f6romorfik i\u015flemciye sahip olay tabanl\u0131 kameralar, bu t\u00fcr bilgileri zaman i\u00e7inde g\u00f6rsel alandaki de\u011fi\u015fiklikler olarak kodlayacakt\u0131r.\u00a0Bu, hareketleri von Neumann mimarisine sahip normal bir kameraya g\u00f6re \u00e7ok daha h\u0131zl\u0131 yakalaman\u0131za olanak tan\u0131r, ancak n\u00f6romorfik cihazdan tam anlam\u0131yla yararlanmak i\u00e7in yeni nesil bellek, depolama ve duyu teknolojisinin olu\u015fturulmas\u0131 gerekir.<\/span><\/p><p><span>Ayn\u0131 \u015fey yaz\u0131l\u0131m i\u00e7in de ge\u00e7erli.\u00a0Bug\u00fcn yap\u0131lan n\u00f6romorfik hesaplamalar\u0131n \u00e7o\u011fu, von Neumann donan\u0131m\u0131 i\u00e7in geli\u015ftirilen standart programlama dilleri ve algoritmalar kullan\u0131larak ger\u00e7ekle\u015ftiriliyor ve bu da sonu\u00e7lar\u0131 s\u0131n\u0131rlayabiliyor.\u00a0<\/span><\/p><p><span>Bron, &#8220;Bunlar i\u00e7in uygun yaz\u0131l\u0131m olu\u015fturma ara\u00e7lar\u0131 asl\u0131nda mevcut de\u011fil&#8221; dedi.\u00a0&#8220;Bunu in\u015fa etmek hala \u00e7ok zor.&#8221;<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe34dc8 elementor-widget elementor-widget-heading\" data-id=\"fe34dc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u00d6\u011eRENMEK ZOR\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfd5998 elementor-widget elementor-widget-text-editor\" data-id=\"dfd5998\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>\u015eu an itibariyle n\u00f6romorfik bilgisayarlar yaln\u0131zca uzmanlar\u0131n kullan\u0131m\u0131na a\u00e7\u0131k ve yaln\u0131zca milyarlarca dolarl\u0131k \u015firketlerde ve h\u00fck\u00fcmet taraf\u0131ndan finanse edilen ara\u015ft\u0131rma laboratuvarlar\u0131nda bulunabiliyor.\u00a0Danielescu, kapsaml\u0131 yapay zeka ve makine \u00f6\u011frenimi ge\u00e7mi\u015fine sahip ki\u015filer i\u00e7in bile teknolojinin kullan\u0131m\u0131n\u0131n kolay olmad\u0131\u011f\u0131n\u0131 s\u00f6yledi.\u00a0Sinirbilim, bilgisayar bilimi ve malzeme bilimi dahil olmak \u00fczere \u00e7e\u015fitli alanlarda kapsaml\u0131 bilgi gerektirir.<\/span><\/p><p><span>Asl\u0131nda Danielescu,\u00a0<\/span><span>d\u00fcnya \u00e7ap\u0131nda yaln\u0131zca birka\u00e7 y\u00fcz n\u00f6romorfik hesaplama uzman\u0131n\u0131n bulundu\u011funu tahmin ediyor.\u00a0&#8220;Daha geleneksel hesaplamal\u0131 yapay zeka ge\u00e7mi\u015fine sahip ki\u015filerin n\u00f6romorfik hesaplamaya ge\u00e7mesine olanak tan\u0131yacak \u015fekilde bu bo\u015flu\u011fu kapatmak i\u00e7in, onlar i\u00e7in \u00e7ok fazla kaynak yok.&#8221;<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c07306e elementor-widget elementor-widget-image\" data-id=\"c07306e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"824\" height=\"465\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Makine-Ogrenmesi-Algoritmalari-Nelerdir.jpg\" class=\"attachment-large size-large wp-image-5784\" alt=\"Makine \u00d6\u011frenmesi Algoritmalar\u0131 Nelerdir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Makine-Ogrenmesi-Algoritmalari-Nelerdir.jpg 824w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Makine-Ogrenmesi-Algoritmalari-Nelerdir-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Makine-Ogrenmesi-Algoritmalari-Nelerdir-768x433.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Makine-Ogrenmesi-Algoritmalari-Nelerdir-18x10.jpg 18w\" sizes=\"(max-width: 824px) 100vw, 824px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Makine \u00d6\u011frenmesi Algoritmalar\u0131 Nelerdir?<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f17d480 elementor-widget elementor-widget-heading\" data-id=\"f17d480\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">N\u00f6romorfik Bilgi \u0130\u015flem Kullan\u0131mlar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97e294f elementor-widget elementor-widget-text-editor\" data-id=\"97e294f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>Bu zorluklara ra\u011fmen, n\u00f6romorfik hesaplama hala y\u00fcksek oranda finanse edilen bir alan; bir rapora g\u00f6re yakla\u015f\u0131k\u00a0<\/span><span>8 milyar dolar<\/span><span> de\u011ferinde oldu\u011fu tahmin ediliyor.\u00a0Ve uzmanlar, beynin bilgi i\u015fleme ve \u00f6\u011frenme yeteneklerini taklit etme konusundaki e\u015fsiz yetene\u011fi sayesinde, \u00e7e\u015fitli teknoloji alanlar\u0131nda devrim yaratma potansiyeli konusunda heyecan duyuyorlar.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3509e82 elementor-widget elementor-widget-heading\" data-id=\"3509e82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">KENAR YAPAY ZEKASI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28969cc elementor-widget elementor-widget-text-editor\" data-id=\"28969cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>N\u00f6romorfik bilgi i\u015flemin, enerji tasarrufu, uyarlanabilirlik ve ger\u00e7ek zamanl\u0131 veri i\u015fleme yetene\u011fi gibi \u00f6zellikleri sayesinde, bu yakla\u015f\u0131m\u0131, verilerin yerel bir cihazda i\u015flendi\u011fi u\u00e7 yapay zeka i\u00e7in son derece elveri\u015fli k\u0131lar. Bu, \u00f6zellikle sens\u00f6rler ve kameralardan gelen verilerin anl\u0131k i\u015flenmesi gereken tesis d\u0131\u015f\u0131 veri merkezleri i\u00e7in ge\u00e7erlidir.<\/p><p>N\u00f6romorfik bilgi i\u015flemin olaya odaklanabilme ve paralel i\u015fleme yetenekleri, h\u0131zl\u0131 ve d\u00fc\u015f\u00fck gecikmeli kararlar\u0131n al\u0131nmas\u0131n\u0131 sa\u011flayarak evdeki u\u00e7 cihazlar\u0131n \u015farj edilme veya pil de\u011fi\u015ftirme ihtiyac\u0131n\u0131 azaltabilir. Asl\u0131nda, Bron&#8217;a g\u00f6re yap\u0131lan baz\u0131 \u00e7al\u0131\u015fmalar, n\u00f6romorfik hesaplaman\u0131n pil verimlili\u011fi a\u00e7\u0131s\u0131ndan geleneksel hesaplamalardan 100 kat daha etkili oldu\u011funu g\u00f6stermektedir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b12c54 elementor-widget elementor-widget-heading\" data-id=\"2b12c54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">ROBOT\u0130K\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f382516 elementor-widget elementor-widget-text-editor\" data-id=\"f382516\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>N\u00f6romorfik sistemler, robotlar\u0131n, \u00f6rne\u011fin fabrika katlar\u0131 gibi karma\u015f\u0131k ortamlarda daha etkili bir \u015fekilde gezinmelerini, nesneleri tan\u0131malar\u0131n\u0131 ve insanlarla daha do\u011fal bir etkile\u015fim kurmalar\u0131n\u0131 sa\u011flayarak, robotlar\u0131n duyusal alg\u0131lar\u0131n\u0131 ve karar verme yeteneklerini geli\u015ftirme amac\u0131 ta\u015f\u0131r.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e727161 elementor-widget elementor-widget-heading\" data-id=\"e727161\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">DOLANDIRICILIK TESP\u0130T\u0130\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d25c441 elementor-widget elementor-widget-text-editor\" data-id=\"d25c441\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>N\u00f6romorfik bilgi i\u015fleme, karma\u015f\u0131k desenleri alg\u0131lama konusunda b\u00fcy\u00fck bir avantaja sahiptir, bu nedenle sahtecilik faaliyetlerini veya g\u00fcvenlik ihlallerini g\u00f6steren ince desenleri tespit edebilir. Ayr\u0131ca, n\u00f6romorfik hesaplaman\u0131n d\u00fc\u015f\u00fck gecikmeli i\u015flemesi sayesinde, sahtecilik tespit edildi\u011finde hesaplar\u0131 h\u0131zla dondurma veya ilgili yetkililere ger\u00e7ek zamanl\u0131 uyar\u0131 g\u00f6nderme gibi daha h\u0131zl\u0131 tepkiler sa\u011flanabilir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2976592 elementor-widget elementor-widget-heading\" data-id=\"2976592\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">S\u0130N\u0130RB\u0130L\u0130M ARA\u015eTIRMASI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd2ec8f elementor-widget elementor-widget-text-editor\" data-id=\"bd2ec8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"group w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-15\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl }\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Beyin ilham\u0131 alan sinir a\u011flar\u0131n\u0131n kullan\u0131m\u0131, n\u00f6romorfik bilgi i\u015fleme donan\u0131m\u0131n\u0131n insan d\u00fc\u015f\u00fcnme anlay\u0131\u015f\u0131n\u0131 ilerletme amac\u0131yla kullan\u0131lmaktad\u0131r. Ara\u015ft\u0131rmac\u0131lar, elektronik ortamda d\u00fc\u015f\u00fcnce s\u00fcre\u00e7lerimizi yeniden olu\u015fturmaya \u00e7al\u0131\u015farak beyin i\u00e7 i\u015fleyi\u015fi hakk\u0131nda daha fazla bilgi edinebilirler.<\/p><p>2020&#8217;de Intel, kokular\u0131 tan\u0131mlamak i\u00e7in Cornell \u00dcniversitesi ile i\u015fbirli\u011fi yaparak n\u00f6romorfik bilgisayar \u00e7ipi Loihi&#8217;yi e\u011fitmeye \u00e7al\u0131\u015ft\u0131. Sonunda, ara\u015ft\u0131rmac\u0131lar, bu yakla\u015f\u0131m\u0131 duyusal sahne analizi ve karar verme gibi s\u00fcre\u00e7lere geni\u015fletmeyi d\u00fc\u015f\u00fcnd\u00fcklerini ve beyindeki sinir devrelerinin karma\u015f\u0131k hesaplamalar\u0131 nas\u0131l ger\u00e7ekle\u015ftirdi\u011fini anlamak istediklerini belirttiler.<\/p><p>Avrupa Birli\u011fi taraf\u0131ndan finanse edilen \u0130nsan Beyni Projesi, yakla\u015f\u0131k 140 \u00fcniversite, e\u011fitim hastanesi ve ara\u015ft\u0131rma merkezinden olu\u015fan bir grup taraf\u0131ndan y\u00fcr\u00fct\u00fcld\u00fc. Bu proje, iki n\u00f6romorfik s\u00fcper bilgisayar kullanarak on y\u0131l boyunca insan beynini olu\u015fturmay\u0131 ama\u00e7lad\u0131 ve Eyl\u00fcl 2023&#8217;te \u00e7al\u0131\u015fmalar\u0131n\u0131 tamamlad\u0131.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-899a114 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"899a114\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-18e95e5\" data-id=\"18e95e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5efb419 elementor-widget elementor-widget-image\" data-id=\"5efb419\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a195c3c elementor-widget elementor-widget-heading\" data-id=\"a195c3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-561f8f5 elementor-widget elementor-widget-heading\" data-id=\"561f8f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c904587 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"c904587\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-885aaa2\" data-id=\"885aaa2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97a7eda elementor-widget elementor-widget-heading\" data-id=\"97a7eda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08742e2 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"08742e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"6090\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&apos;den Claude&apos;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>N\u00f6romorfik Hesaplama Nedir? N\u00f6romorfik hesaplama, insan beyninin yap\u0131s\u0131n\u0131 ve i\u015flevini yans\u0131tmak amac\u0131yla bilgisayar \u00e7iplerinin tasarland\u0131\u011f\u0131 ve \u00fcretildi\u011fi bir s\u00fcre\u00e7tir. Yapay n\u00f6ronlar ve sinapslar kullanarak n\u00f6romorfik&hellip;<\/p>","protected":false},"author":1,"featured_media":6092,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17],"class_list":["post-6090","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6090","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=6090"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6090\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6092"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6090"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}