Title:
情報処理装置、車載制御装置、車両制御システム
Document Type and Number:
Japanese Patent JP7189000
Kind Code:
B2
Abstract:
An information processing device includes a DNN operation unit that executes a DNN operation by a neural network including plural layers and a weight storage unit that stores a weight used in the DNN operation, and the DNN operation unit specifies data having a value larger than a predetermined threshold as operation target data among data input to a predetermined layer of the neural network, acquires a weight corresponding to the operation target data from the weight storage unit, and executes an operation of the predetermined layer based on the operation target data and the weight acquired from the weight storage unit.
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Inventors:
Rio Hirai
Goichi Ono
Hiroo Ito
Goichi Ono
Hiroo Ito
Application Number:
JP2018232687A
Publication Date:
December 13, 2022
Filing Date:
December 12, 2018
Export Citation:
Assignee:
Hitachi Astemo, Ltd.
International Classes:
G06N3/10
Domestic Patent References:
| JP2018060268A |
Foreign References:
| US20180330235 | ||||
| WO2018080624A1 |
Other References:
島田 直希,Chainerで学ぶディープラーニング入門 初版,初版,株式会社技術評論社,2017年09月27日,p.2-4, 50
HAN, Song et al.,Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding,arXiv:1510.00149v5,2016年02月,pp.1-14,
HAN, Song et al.,Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding,arXiv:1510.00149v5,2016年02月,pp.1-14,
Attorney, Agent or Firm:
Patent Business Corporation Sunnext International Patent Office