Phase transitions in the generalization behaviour of multilayer perceptrons : II . The influence of noise ∗

Abstract

We extend our study of phase transitions in the generalization behaviour of multilayer perceptrons with non-overlapping receptive fields to the problem of the influence of noise concerning e.g. the input units and/or the couplings between the input units and the hidden units of the second layer (='input noise') or the final output unit (='output noise… (More)

Topics

  • Presentations referencing similar topics