“A Brief Introduction to Neural Networks” — это один из самых понятных и тщательно структурированных гайдoв по нейронным сетям от David Kriesel.
📘 Что внутри: • Биология → формальные модели • Обучение с учителем и без • Персептроны, рекуррентные сети, SOM (карты Кохонена) • Обратное распространение ошибки, Hebbian learning и не только • Много схем, математики и объяснений "на пальцах"
💻 Хочешь поиграться с примерами? Всё можно попробовать на практике с фреймворком SNIPE (на Java), который идёт вместе с гайдом.
“A Brief Introduction to Neural Networks” — это один из самых понятных и тщательно структурированных гайдoв по нейронным сетям от David Kriesel.
📘 Что внутри: • Биология → формальные модели • Обучение с учителем и без • Персептроны, рекуррентные сети, SOM (карты Кохонена) • Обратное распространение ошибки, Hebbian learning и не только • Много схем, математики и объяснений "на пальцах"
💻 Хочешь поиграться с примерами? Всё можно попробовать на практике с фреймворком SNIPE (на Java), который идёт вместе с гайдом.
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