TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference

10.1109/JETCAS.2021.3128326

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Bibliographic Details
Main Authors:	WATHUTHANTHRIGE UDARI CHARITHA DE ALWIS, Massimo Bruno Alioto
Other Authors:	ELECTRICAL AND COMPUTER ENGINEERING
Format:	Article
Published:	IEEE 2023
Subjects:	Object detection, deep neural networks, computational efficiency, Internet of Things, inference
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/237226
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-237226
record_format	dspace
spelling	sg-nus-scholar.10635-2372262024-11-14T14:21:02Z TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference WATHUTHANTHRIGE UDARI CHARITHA DE ALWIS Massimo Bruno Alioto ELECTRICAL AND COMPUTER ENGINEERING Object detection, deep neural networks, computational efficiency, Internet of Things, inference 10.1109/JETCAS.2021.3128326 11 4 620 - 633 2023-02-14T08:37:50Z 2023-02-14T08:37:50Z 2021-11-15 Article WATHUTHANTHRIGE UDARI CHARITHA DE ALWIS, Massimo Bruno Alioto (2021-11-15). TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference 11 (4) : 620 - 633. ScholarBank@NUS Repository. https://doi.org/10.1109/JETCAS.2021.3128326 2156-3365 https://scholarbank.nus.edu.sg/handle/10635/237226 IEEE
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Object detection, deep neural networks, computational efficiency, Internet of Things, inference
spellingShingle	Object detection, deep neural networks, computational efficiency, Internet of Things, inference WATHUTHANTHRIGE UDARI CHARITHA DE ALWIS Massimo Bruno Alioto TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference
description	10.1109/JETCAS.2021.3128326
author2	ELECTRICAL AND COMPUTER ENGINEERING
author_facet	ELECTRICAL AND COMPUTER ENGINEERING WATHUTHANTHRIGE UDARI CHARITHA DE ALWIS Massimo Bruno Alioto
format	Article
author	WATHUTHANTHRIGE UDARI CHARITHA DE ALWIS Massimo Bruno Alioto
author_sort	WATHUTHANTHRIGE UDARI CHARITHA DE ALWIS
title	TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference
title_short	TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference
title_full	TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference
title_fullStr	TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference
title_full_unstemmed	TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference
title_sort	tempdiff: feature map-level cnn sparsity enhancement at near-zero memory overhead via temporal difference
publisher	IEEE
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/237226
_version_	1821180889454870528

TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference

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