Statistical Mechanics of Recurrent Neural Networks I. Statics
Disordered Systems and Neural Networks
2007-05-23 v1 q-bio
Abstract
A lecture notes style review of the equilibrium statistical mechanics of recurrent neural networks with discrete and continuous neurons (e.g. Ising, coupled-oscillators). To be published in the Handbook of Biological Physics (North-Holland). Accompanied by a similar review (part II) dealing with the dynamics.
Keywords
Cite
@article{arxiv.cond-mat/0006010,
title = {Statistical Mechanics of Recurrent Neural Networks I. Statics},
author = {A. C. C. Coolen},
journal= {arXiv preprint arXiv:cond-mat/0006010},
year = {2007}
}
Comments
49 pages, LaTeX