Control device for controlling learning of a neural network

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G06F 1518

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051951690

ABSTRACT:
A control device for controlling the learning of a neural netowrk includes a monitor for monitoring weight values of synapse connections between units of the neural netowrk during learning of the neural network so as to update these weight values. When one of the weight values satisfies a preset condition, the weight value is updated to a predetermined value such that configuration of the neural network is determined in an optimum manner.

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Kung et al., "An Algebraic Projection Analysis of Optimal Hidden Units Size and Learning Rates in Back-Propagation Learning", IEEE Intl. Conf. on Neural Networks, IEEE, (1988), pp. I-363-I370.
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