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1. (WO2017149971) ARITHMETIC PROCESSING DEVICE

Pub. No.:    WO/2017/149971    International Application No.:    PCT/JP2017/001554
Publication Date: Sat Sep 09 01:59:59 CEST 2017 International Filing Date: Thu Jan 19 00:59:59 CET 2017
IPC: G06N 3/04
G06T 7/00
Applicants: DENSO CORPORATION
株式会社デンソー
Inventors: MINOYA, Kenichi
蓑谷 顕一
OZAKI, Tomoaki
尾崎 智章
Title: ARITHMETIC PROCESSING DEVICE
Abstract:
This arithmetic processing device 10 is provided with: a convolution arithmetic processing unit 11 for executing a convolution arithmetic process on input data that is inputted from a preceding hierarchy; a pooling processing unit 12 for executing a pooling process on the result data of processing by the convolution arithmetic processing unit; an integration processing unit 13 for integrating the result data of processing by the pooling processing unit before an arithmetic operation of the next hierarchy begins; a statistical processing unit 14 for calculating the average value and standard deviation of the data integrated by the integration processing unit; and a normalization processing unit 15 which, when the arithmetic operation of the next hierarchy begins, executes a normalization process on the result data of processing that is outputted from the pooling processing unit in the preceding hierarchy using the average value and standard deviation calculated by the statistical processing unit in the preceding hierarchy.