On the capacity of a neuron with a non-monotone output function

Author： Kobayashi Keıchiro  

Publisher： Informa Healthcare

ISSN： 0954-898X

Source： Network: Computation in Neural Systems, Vol.2, Iss.3, 1991-08, pp. : 237-243

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Abstract

In this paper, the author calculates the absolute storage capacity of an associative memory with a specific type of non-monotone output function. The result calculated with the replica method is five times larger than the storage capacity of the conventional model. This result indicates that non-monotonicity of output function gives larger ability to the associative memory model.

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