Paper

Using Coherence Assumptions to Discover the Underlying Causes of the Sensory Input

Abstract This chapter is based on a conference talk given by the first author. In order to make the ideas as intelligible as possible we have attempted to preserve the informal style of the talk. Some of the more technical details can be found in Hinton and Becker (1990), and the full details are given in Becker and Hinton (1989). During the last decade people have discovered new learning procedures for multi-foyer networks of simple neuron-like units. Using these new procedures they have succeeded in getting neural networks to solve much more complicated tasks than was previously possible.

Authors: G E Hinton · S Becker

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