Keyword : binarized neural networks


Low-Complexity Training for Binary Convolutional Neural Networks Based on Clipping-Aware Weight Update
Changho RYU Tae-Hwan KIM 
Publication:   
Publication Date: 2021/06/01
Vol. E104-D  No. 6 ; pp. 919-922
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
binarized neural networkslow complexityquantization-aware trainingconvolutional neural networks
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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: Cryptography and Information Security
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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