Paradygmaty neuronów kwantowych i dynamika uczenia się

Name: Paradygmaty neuronów kwantowych i dynamika uczenia się
Brand: Wydawnictwo Nasza Wiedza
SKU: 9786209953811
Price: 9632.0 INR
Availability: InStock

by Ishwarya M. V. , Prinslin L. L , Narayana K. E.

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ISBN13: 9786209953811
Binding: Paperback
Subject: N/A
Publisher: Wydawnictwo Nasza Wiedza
Publisher Imprint: Wydawnictwo Nasza Wiedza
Publication Date: May 11, 2026
Pages: 192
Original Price: GBP 76.0
Language: Polish
Edition: N/A
Item Weight: 264 grams
BISAC Subject(s): Careers / General

About The Book

Sieci neuronowe, inspirowane biologicznymi systemami neuronowymi, skladają się z polączonych ze sobą warstw sztucznych neuron�w, kt�re przetwarzają i przekazują informacje. Każdy neuron odbiera sygnaly wejściowe, stosuje transformację i przekazuje wynik do kolejnych warstw. W procesie znanym jako trening, sieci neuronowe dostosowują swoje wewnętrzne parametry, aby zminimalizowac blędy i poprawic wydajnośc w określonych zadaniach. Ta zdolnośc adaptacji sprawia, że są one bardzo skuteczne w zastosowaniach takich jak rozpoznawanie obraz�w, przetwarzanie języka naturalnego i analiza predykcyjna. Sila sieci neuronowych leży w ich zdolności do uczenia się zlożonych wzorc�w z danych, co czyni je niezbędnymi narzędziami w nowoczesnej sztucznej inteligencji.Integracja obliczeń kwantowych i sieci neuronowych jest motywowana ograniczeniami klasycznych podejśc w radzeniu sobie z wysokowymiarowymi danymi i zlożonymi problemami optymalizacyjnymi. Klasyczne sieci neuronowe wymagają znacznych zasob�w obliczeniowych do uczenia, zwlaszcza w miarę wzrostu rozmiaru sieci i ilości danych.

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