ANALYZING DEVICE, METHOD, AND PROGRAM

专利名称：ANALYZING DEVICE, METHOD, AND

PROGRAM

发明人：Chihiro WATANABE,Kaoru

HIRAMATSU,Kunio KASHINO

申请号：US16980380申请日：20190307

公开号：US20210248422A1公开日：20210812

专利附图：

摘要：The present invention enables the structure of a neural network to bequantitatively analyzed. An analyzing unit calculates, for each of combinations of a

dimension of input data and a cluster, a sum of squared errors between an output ofeach unit belonging to the cluster when a value of the dimension of the input data isreplaced with an average value of the dimension of the input data included in learningdata and an output of each unit belonging to the cluster for the input data beforereplacement as a relationship between the combinations, and calculates, for each ofcombinations of the cluster and a dimension of output data, a squared error between thevalue of the dimension of the output data when an output value of each unit belonging tothe cluster is replaced with an average output value of each unit of the cluster when theinput data included in the learning data was input and the value of the dimension of theoutput data before replacement as a relationship between the combinations.

申请人：NIPPON TELEGRAPH AND TELEPHONE CORPORATION

地址：Tokyo JP

国籍：JP

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