Limit cycles of a perceptron
Disordered Systems and Neural Networks
2009-10-30 v2
Abstract
An artificial neural network can be used to generate a series of numbers. A boolean perceptron generates bit sequences with a periodic structure. The corresponding spectrum of cycle lengths is investigated analytically and numerically; it has similarities with properties of rational numbers.
Cite
@article{arxiv.cond-mat/9710010,
title = {Limit cycles of a perceptron},
author = {M. Schroeder and W. Kinzel},
journal= {arXiv preprint arXiv:cond-mat/9710010},
year = {2009}
}
Comments
LaTeX and 4 postscript pages of figures