Ebook: Statistical Mechanics of Neural Networks: Proceedings of the Xlth Sitges Conference Sitges, Barcelona, Spain, 3–7 June 1990
- Genre: Physics
- Tags: Thermodynamics, Statistical Physics, Artificial Intelligence (incl. Robotics)
- Series: Lecture Notes in Physics 368
- Year: 1990
- Publisher: Springer Berlin Heidelberg
- City: Berlin; New York
- Edition: 1
- Language: English
- djvu
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.
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