Physics of Neural Networks

Abstract

Physics of Neural Networks 1990 Neural Networks An Introduction Authors: Professor Dr. Berndt Müller, Dr. Joachim Reinhardt ISBN: 978-3-642-97241-6 (Print) 978-3-642-97239-3 (Online) Front Matter Pages I-XIII Download PDF (1373KB) Models of Neural Networks Front Matter Pages 1-1 Pages 2-11 The Structure of the Central Nervous System Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Pages 12-22 Neural Networks Introduced Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Pages 23-36 Associative Memory Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Pages 37-44 Stochastic Neurons Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Pages 45-50 Cybernetic Networks Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Pages 51-61 Multilayered Perceptrons Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Pages 62-72 Applications Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Pages 73-86 Network Architecture and Generalization Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (2290KB) Book Chapter Pages 87-103 Associative Memory: Advanced Learning Strategies Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (2428KB) Book Chapter Pages 104-112 Combinatorial Optimization Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (1323KB) Book Chapter Pages 113-118 VLSI and Neural Networks Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (753KB) Book Chapter Pages 119-125 Symmetrical Networks with Hidden Neurons Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (799KB) Book Chapter Pages 126-131 Coupled Neural Networks Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (739KB) Book Chapter Pages 132-144 Unsupervised Learning Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (2042KB) Statistical Physics of Neural Networks Front Matter Pages 145-145 Download PDF (17KB) Book Chapter Pages 146-155 Statistical Physics and Spin Glasses Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (1333KB) Book Chapter Pages 156-164 The Hopfield Network for p/N → o Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (1027KB) Book Chapter Pages 165-186 The Hopfield Network for Finite p/N Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (2785KB) Book Chapter Pages 187-202 The Space of Interactions in Neural Networks Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (1874KB) Computer Codes Front Matter Pages 203-203 Download PDF (17KB) Book Chapter Pages 204-207 Numerical Demonstrations Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (585KB) Book Chapter Pages 208-217 ASSO: Associative Memory Professor Dr. Berndt Müller, Dr. Joachim Reinhardt Download PDF (1486KB)