PERSEPTRON ARXITEKTURASI. PERSEPTRON MODELI
Keywords:
Perseptron, mashina o'rganish, sun'iy intellekt, ikkilik tasniflash, neyron tarmoq, og'irlik, bias, faollashtirish funktsiyasi, chiziqli bosqich, qadam funktsiyasi, signal funktsiyasi, Perseptron modellari, bir qavatli Perseptron, ko'p qatlamli Perseptron, ANN, murakkab muammolar, faollash, kelajagi.Abstract
Bu maqolada Perseptron modeli va uning asosiy qismlari haqida tushunchalar berilgan. Perseptron, ikkilik tasniflash vazifalarini nazorat ostida o'rganish uchun ishlatiladigan mashinani o'rganish algoritmi hisoblanadi. Bu model kirish qiymatlari, og'irliklar va bias (kesish chizig'i) bilan belgilangan. Faollashtirish funktsiyasi Perseptronning chiqishini aniqlashda yordam beradi.Perseptronning cheklovlari va kelajagi ham qismlarida ko'rsatilgan. Uning kelajagi mashinalar davlatining samaradorligini oshirishda muhim ahamiyatga ega.
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