Function analyzing device for learning device
专利汇可以提供Function analyzing device for learning device专利检索，专利查询，专利分析的服务。并且PURPOSE: To estimate the overall input/output relation by regarding the input/ output relation of a neural network as a matrix operation and applying the linear approximation to a nonlinear element.
CONSTITUTION: A function analyzing part 32 includes a matrix computing part 42 and a statistic analyzing part 40. The part 42 performs a matrix operation to obtain the product for each layer between a weight matrix which includes each inter-layer connection weight as an element based on a learning process algorithm and a sigmoid matrix which includes the section linear value in the diagonal component at an action point designated when the learning is through with the nonlinear function obtained at the output side of each neuron element. The part 40 analyzes statistically the values obtained at the action points the are decided for each pattern where the section linear transforming information is inputted in terms of an entire pattern. An a result, the overall input/output relation is estimated for a neural network 50.
COPYRIGHT: (C)1991,JPO&Japio，下面是Function analyzing device for learning device专利的具体信息内容。
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