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Statistical Mechanics of Neural Networks
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This book highlights a comprehensive introduction to the fundamental statistical mechanics underneath the inner workings of neural networks. The book discusses
Statistical Field Theory for Neural Networks
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Type: BOOK - Published: 2020-08-20 - Publisher: Springer Nature

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This book presents a self-contained introduction to techniques from field theory applied to stochastic and collective dynamics in neuronal networks. These power
Statistical Mechanics of Learning
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Authors: A. Engel
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Type: BOOK - Published: 2001-03-29 - Publisher: Cambridge University Press

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Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another
Models of Neural Networks III
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Authors: Eytan Domany
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Type: BOOK - Published: 1996 - Publisher: Springer Science & Business Media

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Presents a collection of articles by leading researchers in neural networks. This work focuses on data storage and retrieval, and the recognition of handwriting
Neural Network Modeling
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Neural Network Modeling offers a cohesive approach to the statistical mechanics and principles of cybernetics as a basis for neural network modeling. It brings