I I a a I I the Storage Capacity of Forgetful Neural Networks

Abstract

In this report, we derive a two stage algorithm to evaluate the storage capacity of a forgetful neural network using any smooth learning scheme. In the rst stage, we evaluate the exponential decay rate of the embedding strengths of memorised patterns. We do this using a generalised form of Riemann integration taken from recent advances in Domain theory and… (More)

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Cite this paper

@inproceedings{Potts1995IIA, title={I I a a I I the Storage Capacity of Forgetful Neural Networks}, author={Peter John Potts and Abbas Edalat}, year={1995} }