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Paper Abstract and Keywords
Presentation 2026-04-10 10:20
[Invited Talk] Energy-minimum-point SRAM and its applications to energy-efficient processing-in-memory accelerators
Yusaku Shiotsu, Satoshi Sugahara (Science Tokyo) ICD2026-8
Abstract (in Japanese) (See Japanese page) 
(in English) The energy efficiency of AI accelerators needs to be improved at high levels to reduce the power consumption, which becomes an ever more critical challenge and also imperative. The energy-minimum-point (EMP) operation of AI accelerators is a technique to maximize the energy efficiency. In this article, challenges, configuration/design methodology, and performance of EMP-operation SRAM are described, and its applications to processing-in-memory (PIM) hardware for neural network accelerators are also shown. The EMP operation can lead highly energy-efficient PIM-type AI accelerators.
Keyword (in Japanese) (See Japanese page) 
(in English) AI accelerator / Energy minimum-point / SRAM / Processing-in-memory / / / /  
Reference Info. IEICE Tech. Rep., vol. 126, no. 3, ICD2026-8, pp. 14-20, April 2026.
Paper # ICD2026-8 
Date of Issue 2026-04-02 (ICD) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICD2026-8

Conference Information
Committee ICD  
Conference Date 2026-04-09 - 2026-04-10 
Place (in Japanese) (See Japanese page) 
Place (in English) Kawasaki City Industrial Promotion Hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Memory 
Paper Information
Registration To ICD 
Conference Code 2026-04-ICD 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Energy-minimum-point SRAM and its applications to energy-efficient processing-in-memory accelerators 
Sub Title (in English)  
Keyword(1) AI accelerator  
Keyword(2) Energy minimum-point  
Keyword(3) SRAM  
Keyword(4) Processing-in-memory  
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1st Author's Name Yusaku Shiotsu  
1st Author's Affiliation Inst. of Science Tokyo (Science Tokyo)
2nd Author's Name Satoshi Sugahara  
2nd Author's Affiliation Inst. of Science Tokyo (Science Tokyo)
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Speaker Author-1 
Date Time 2026-04-10 10:20:00 
Presentation Time 50 minutes 
Registration for ICD 
Paper # ICD2026-8 
Volume (vol) vol.126 
Number (no) no.3 
Page pp.14-20 
#Pages 7 
Date of Issue 2026-04-02 (ICD) 

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