Keyword : binarized neural networks


Efficient Secure Neural Network Prediction Protocol Reducing Accuracy Degradation
Naohisa NISHIDA Tatsumi OBA Yuji UNAGAMI Jason PAUL CRUZ Naoto YANAI Tadanori TERUYA Nuttapong ATTRAPADUNG Takahiro MATSUDA Goichiro HANAOKA 
Publication:   
Publication Date: 2020/12/01
Vol. E103-A  No. 12 ; pp. 1367-1380
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: 
Keyword: 
secure computationsecret sharingmachine learningbinarized neural networks
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Fast Inference of Binarized Convolutional Neural Networks Exploiting Max Pooling with Modified Block Structure
Ji-Hoon SHIN Tae-Hwan KIM 
Publication:   
Publication Date: 2020/03/01
Vol. E103-D  No. 3 ; pp. 706-710
Type of Manuscript:  LETTER
Category: Software System
Keyword: 
binarized neural networksembedded systemsconvolutional neural networksinferencedeep learning
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