On stochastic dynamics of supervised learning

DOI10.1088/0305-4470/26/14/012zbMath0796.92003OpenAlexW2057902083MaRDI QIDQ4290752

Günter Radons

Publication date: 13 October 1994

Published in: Journal of Physics A: Mathematical and General (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1088/0305-4470/26/14/012

zbMATH Keywords

Fokker-Planck equationrandom-walklearning dynamicscontinuous-time approximationslong-time propertiesmean and variance of the synaptic parameter distributions

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Neural networks for/in biological studies, artificial life and related topics (92B20)

Related Items

Stochastic Perturbation Methods for Spike-Timing-Dependent Plasticity ⋮ Approximating distributions in stochastic learning ⋮ Implications of Neuronal Diversity on Population Coding