Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2000-02-22
Physics
Condensed Matter
Disordered Systems and Neural Networks
9 pages, 5 figures
Scientific paper
10.1103/PhysRevE.62.4049
The ability of a deterministic, plastic system to learn to imitate stochastic
behavior is analyzed. Two neural networks -actually, two perceptrons- are put
to play a zero-sum game one against the other. The competition, by acting as a
kind of mutually supervised learning, drives the networks to produce an
approximation to the optimal strategy, that is to say, a random signal.
Samengo Inés
Zanette Damian H.
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