Statistical Mechanics of Neural Networks by Luis Garrido
Statistical Mechanics of Neural Networks: Proceedings of the XIth Sitges Conference Sitges, Barcelona, Spain, 3-7 June 1990 (Lecture Notes in Physics) by Luis Garrido
English | Dec. 14, 1990 | ISBN: 3540532676, 0387532676 | 468 Pages | PDF | 18 MB
English | Dec. 14, 1990 | ISBN: 3540532676, 0387532676 | 468 Pages | PDF | 18 MB
Combined for researchers and graduate students the articles from the Sitges Summer School together form an excellent survey of the applications of neural-network theory to statistical mechanics and computer-science biophysics. Various mathematical models are presented together with their interpretation, especially those to do with collective behaviour, learning and storage capacity, and dynamical stability.