{"id":"https://openalex.org/G6231237367","display_name":"Programlanabilir Optik Rastgele Sinir A\u011flar\u0131","description":"Son zamanlarda makine \u00f6\u011frenmesi ara\u00e7lar\u0131, \u00f6zellikle de yapay sinir a\u011flar\u0131, farkl\u0131 uygulamalar i\u00e7in kritik \u00f6neme sahip h\u00e2le gelmi\u015flerdir. Ancak yapay sinir a\u011flar\u0131n\u0131 e\u011fitmek ve uygulamak i\u00e7in kullan\u0131lan g\u00fcn\u00fcm\u00fcz dijital bilgisayarlar\u0131 \u00e7o\u011funlukla devasa veri b\u00fcy\u00fckl\u00fc\u011f\u00fc ve y\u00fcksek g\u00fc\u00e7 t\u00fcketimi problemleri ile y\u00fczle\u015fmektedir. Optik hesaplama, do\u011fal olarak paralellik sa\u011flamakta olup pasif optik bile\u015fenler ile temel i\u015flemleri ger\u00e7ekle\u015ftirmektedir. Yine de optik hesaplama platformlar\u0131n\u0131n bir\u00e7o\u011fu karma\u015f\u0131k ve hassas tekniklerden uzak olmas\u0131na ra\u011fmen sabit ba\u011flant\u0131lar sebebiyle makine \u00f6\u011frenmesi g\u00f6revlerindeki g\u00f6rece d\u00fc\u015f\u00fck do\u011fruluk oranlar\u0131ndan kurtulamamaktad\u0131r. Bu projede, optik rastgele izd\u00fc\u015f\u00fcm kullan\u0131larak y\u00fcksek performanslara ula\u015fmak i\u00e7in basit ve genetik olarak programlanabilir bir optik sinir a\u011f\u0131 g\u00f6sterilmi\u015ftir. Rastgele izd\u00fc\u015f\u00fcm \u00e7ekirde\u011fi olarak i\u015fleyen sa\u00e7\u0131l\u0131m sa\u011flayan ortam\u0131n a\u00e7\u0131s\u0131n\u0131n, arama uzay\u0131n\u0131n sadece %1?i kullan\u0131larak genetik olarak programlanmas\u0131 sonucunda geli\u015ftirilen metot ile en iyi \u00e7ekirdek bulunmu\u015f ve farkl\u0131 makine \u00f6\u011frenmesi g\u00f6revlerinde test do\u011fruluklar\u0131 %8 ila %15 aras\u0131 art\u0131r\u0131lm\u0131\u015ft\u0131r. Geli\u015ftirilen optik hesaplama metodu basit ve \u00f6l\u00e7eklenebilir bir tasar\u0131m ile optik sinir a\u011flar\u0131nda y\u00fcksek performansa ula\u015fmak i\u00e7in gelecek vaat eden bir yakla\u015f\u0131m sunmaktad\u0131r.","funder_award_id":"123E308","funder":{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","doi":"10.13039/501100004410"},"funded_outputs":["https://openalex.org/W4391436826","https://openalex.org/W4413499065"],"funded_outputs_count":2,"parent_awards":[],"sub_awards":[],"sub_awards_count":0,"amount":null,"currency":null,"amount_usd":null,"amount_usd_basis":null,"recipients":[],"recipient_countries":[],"recipient_regions":[],"research_scope":{"is_research":true,"basis":"funder_default","tier":1},"funding_type":"research","funder_scheme":"EEEAG","start_date":"2023-09-01","end_date":"2024-09-01","start_year":2023,"end_year":2024,"landing_page_url":"https://search.trdizin.gov.tr/tr/yayin/detay/1301910","doi":null,"provenance":"trdizin_tubitak_projects","lead_investigator":{"given_name":"U\u011fur","family_name":"Te\u011fin","orcid":"0000-0002-4690-588X","role_start":"2023-09-01","affiliation":{"name":null,"country":null,"ids":null}},"co_lead_investigator":null,"investigators":null,"works_api_url":"https://api.openalex.org/works?filter=awards.id:G6231237367","primary_topic":null,"topics":null,"institution_awarded":[],"updated_date":"2026-10-16T03:01:01.000Z","created_date":"2026-07-13T04:53:33.000Z"}