RADIAL NEYRON TO’RLARI
Keywords:
Radial neyron to’rlar, sun'iy neyron to’rlar, radial asosli funktsiyalar, sun’iy neyron tarmoqlar.Abstract
Bu maqola sun’iy intellekt sohasida radial neyron to’rlari mavzusiga aloqador muhim ma’lumotlar takidlangan. Radial neyron tarmoqlari (RNN) - sun'iy neyron tarmoqlari sinfi bo'lib, ular o'zlarining noyob arxitekturasi va kuchli imkoniyatlari tufayli so'nggi yillarda katta e'tibor qozongan. Ushbu maqolada biz RNN lar haqida batafsil ma'lumot beramiz, ularning tuzilishi, o'qitish usullari, afzalliklari, kamchiliklari va turli sohalardagi turli xil ilovalarni o'rganamiz. Biz RNN ortidagi nazariy asoslarni ko'rib chiqamiz va ular an'anaviy neyron tarmoqlaridan qanday farq qilishini muhokama qilamiz. Bundan tashqari, biz RNN sohasidagi asosiy tadqiqot tadqiqotlari va yutuqlarini ta'kidlab, ularning mashinani o'rganish va naqshni aniqlashdagi murakkab muammolarni hal qilish imkoniyatlarini namoyish etamiz.
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