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


Journal of Information Technology & Software Engineering

Author(s): Kechiro Kobayashi

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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.

This article was published in Network: Computation in Neural Systems and referenced in Journal of Information Technology & Software Engineering

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