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ShanghaiTech University Knowledge Management System
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Low-Latency High-Throughput Multi-Precision Fused Floating-Point Division and Square-Root Unit Design
会议论文
2024 INTERNATIONAL VLSI SYMPOSIUM ON TECHNOLOGY, SYSTEMS AND APPLICATIONS (VLSI TSA), HsinChu, Taiwan, 22-25 April 2024
作者:
Liangtao Dai
;
Haocheng Zhu
;
Binzhe Yuan
;
Chao Yang
;
Yuan Wang
Adobe PDF(631Kb)
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浏览/下载:334/3
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提交时间:2024/06/17
Computer architecture
Digital arithmetic
IEEE Standards
Division
Floating point units
Floating-point unit
Goldschmidt algorithm
High-throughput
Low latency
Multi precision
Resource reuse
Square-root
Square-root operations
Automated Verification of Correctness for Masked Arithmetic Programs
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Paris, France, July 17, 2023 - July 22, 2023
作者:
Liu, Mingyang
;
Song, Fu
;
Chen, Taolue
Adobe PDF(717Kb)
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浏览/下载:387/140
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提交时间:2023/11/24
Digital arithmetic
Side channel attack
Automated approach
Automated verification
Cryptographic algorithms
Fields of characteristic 2
Galois's fields
Power
Random testing
Side-channel attacks
Term rewriting
Verification techniques
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, October 24, 2023 - October 27, 2023
作者:
Tao, Ye
;
Liu, Wanwei
;
Song, Fu
;
Liang, Zhen
;
Wang, Ji
Adobe PDF(733Kb)
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浏览/下载:421/118
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提交时间:2023/11/24
Automata theory
Digital arithmetic
Specification languages
Automata-theoretic approach
Binary values
Computing cost
Fixed points
Floating point numbers
Neural-networks
Point representations
Quantisation
Resourceconstrained devices
Storage costs
HSB-GDM: A Hybrid Stochastic-Binary Circuit for Gradient Descent with Momentum in the Training of Neural Networks
会议论文
PROCEEDINGS OF THE 17TH ACM INTERNATIONAL SYMPOSIUM ON NANOSCALE ARCHITECTURES, NANOARCH 2022, Virtual, Online, United states, December 7, 2022 - December 9, 2022
作者:
Li, Han
;
Shi, Heng
;
Jiang, Honglan
;
Liu, Siting
Adobe PDF(758Kb)
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浏览/下载:366/4
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提交时间:2023/07/14
Digital arithmetic
Energy efficiency
Gradient methods
Timing circuits
Binary circuits
Binary gradients
Edge application
Energy efficient
Gradient-descent
Neural-networks
Quantisation
Stochastic computing
Stochastics
Weight update
A lightweight vehicles detection network model based on YOLOv5
期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 卷号: 113
作者:
Dong, Xudong
;
Yan, Shuai
;
Duan, Chaoqun
Adobe PDF(5279Kb)
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收藏
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浏览/下载:625/0
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提交时间:2022/06/02
Automobile drivers
Deep learning
Digital arithmetic
Object recognition
Attention mechanisms
Bounding-box
Case-studies
Deep learning
Floating point operations
Ghostbottleneck
Light-weight vehicles
Loss functions
Performance
Vehicles detection
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