✦ LIBER ✦

Chaoticity generated by a learning model

✍ Scribed by Fernanda Botelho; James E. Jamison

Publisher: Elsevier Science
Year: 2003
Tongue: English
Weight: 278 KB
Volume: 286
Category: Article
ISSN: 0022-247X
DOI: 10.1016/s0022-247x(03)00505-5

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✦ Synopsis

In this paper we consider a learning rule whose underlying space, possibly infinite dimensional, is equipped with an inner product. The rule proposed is a generalization of Oja's maximum eigenfilter algorithm. We study its convergence properties and iterative behavior. We observe a whole variety of dynamical behaviors. We establish conditions on parameter values generating chaoticity as well as asymptotic convergence.

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