Dynamics of a multi-layered perceptron model : a rigorous result

A.E. Patrick , V.A. Zagrebnov

We derive exactly and rigorously the system of dynamical equations for a multi-layered perceptron proposed by Domany, Meir and Kinzel (DMK-model). They describes both the main and the residual overlaps evolution.

Mots clés: neural nets

Domaines: Articles anciens

A.E. Patrick, V.A. Zagrebnov. Dynamics of a multi-layered perceptron model : a rigorous result. Journal de Physique, 1990, 51 (11), pp.1129-1137. ⟨10.1051/jphys:0199000510110112900⟩. ⟨jpa-00212435⟩