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信息科学与技术学院 [19]

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刘思廷 [19]

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浏览/检索结果: 共19条，第1-10条

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限定条件	作者：刘思廷第一作者

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	An SRAM-based Stochastic Number Generator for Stochastic Computing 会议论文 2025 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), London, United Kingdom, 25-28 May 2025 作者: Heng Shi; Zhengkun Yu; Tingting Zhang; Jie Han; Yumeng Yang Adobe PDF(2050Kb) \| 收藏 \| 浏览/下载：82/3 \| 提交时间：2025/04/27 Binary sequences Bits Computer aided design Computer circuits Computer hardware description languages Cost reduction Electric generators Electric power supplies to apparatus Integrated circuit design Integrated circuit manufacture Logic circuits Logic design Number theory Random number generation Static random access storage Voltage scaling Low-power design Number generator Random number generator Random number generators Scalings Stochastic computing Stochastic numbers Stochastics Voltage under-scaling
	Lookup Table Refactoring: Towards Efficient Logarithmic Number System Addition for Large Language Models 会议论文 2025 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE (DATE), Lyon, France, 31 March-2 April 2025 作者: Xinkuang Geng; Siting Liu; Hui Wang; Jie Han; Honglan Jiang Adobe PDF(663Kb) \| 收藏 \| 浏览/下载：23/1 \| 提交时间：2025/05/26 Fixed point arithmetic Integrated circuit design Number theory Approximate computing Integer quantization Language model Large language model Logarithmic number system Long-tailed distributions Lookups Quantisation Quantization errors Refactorings
	CUGEMM: Counter-Based Unary Computing Architecture for Energy-Efficient GEMM 会议论文 2025 62TH ACM/IEEE DESIGN AUTOMATION CONFERENCE (DAC) 作者: Gong YT(龚雨陶); Ni ZJ(倪兆君); Ying KX(应铠秀); Jiang HL(姜红兰); Liu ST(刘思廷) Adobe PDF(927Kb) \| 收藏 \| 浏览/下载：79/6 \| 提交时间：2025/05/12 Unary computing Matrix multiplication Deep learning accelerators Stochastic computing
	Approximate and Stochastic Ising Machines 期刊论文 IEEE NANOTECHNOLOGY MAGAZINE, 2025, 卷号: PP, 期号: 99 作者: Tingting Zhang; Siting Liu; Honglan Jiang; Warren J. Gross; Fabrizio Lombardi Adobe PDF(3589Kb) \| 收藏 \| 浏览/下载：16/1 \| 提交时间：2025/06/23 Combinatorial optimization Computer hardware Dynamics Ising model Stochastic systems Approximate computing Combinatorial optimization problems Hardware overheads Ising machine Low power techniques Model-based OPC P-bit Stochastic computing Stochastics Suboptimal solution
	Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks 期刊论文 IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24, 页码: 157-165 作者: Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Jiang, Honglan; Liu, Siting Adobe PDF(1283Kb) \| 收藏 \| 浏览/下载：44/1 \| 提交时间：2025/04/14 Training Face recognition Measurement Accuracy Hardware Adaptive systems Convergence Data models Adaptation models Testing Deep metric learning classification face recognition loss function triplet networks
	ApproxPilot: A GNN-based Accelerator Approximation Framework 预印本 2024 作者: Zhang, Qing; Liu, Cheng; Liu, Siting; Hui, Yajuan; Li, Huawei Adobe PDF(1755Kb) \| 收藏 \| 浏览/下载：327/0 \| 提交时间：2024/08/14 Approximate Accelerator GNN Approximation Optimization Framework Design Space Exploration
	QUQ: Quadruplet Uniform Quantization for Efficient Vision Transformer Inference 会议论文 PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024 作者: Geng, Xinkuang; Liu, Siting; Liu, Leibo; Han, Jie; Jiang, Honglan Adobe PDF(860Kb) \| 收藏 \| 浏览/下载：228/2 \| 提交时间：2024/12/27 Signal encoding Bit-Width Data ranges Inference process Memory overheads Performance Quantisation Quantized models Scale Factor Subrange Uniform quantization
	LDL-SCA: Linearized Deep Learning Side-Channel Attack Targeting Multi-tenant FPGAs 会议论文 PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, Clearwater, FL, United states, June 12, 2024 - June 14, 2024 作者: Zhu, Yankun; Liu, Siting; Yang, Liyu Adobe PDF(3319Kb) \| 收藏 \| 浏览/下载：411/5 \| 提交时间：2024/08/09 Deep learning Field programmable gate arrays (FPGA) K-means clustering Linearization Regression analysis Field programmables Lower correlation Multi tenants Multi-tenant field programmable gate array Non-profiled deep learning side-channel attack Power analysis Programmable gate array Remote power Remote power analyse Side-channel attacks
	Compact Powers-of-Two: An Efficient Non-Uniform Quantization for Deep Neural Networks 会议论文 2024 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), Valencia, Spain, 25-27 March 2024 作者: Xinkuang Geng; Siting Liu; Jianfei Jiang; Kai Jiang; Honglan Jiang Adobe PDF(407Kb) \| 收藏 \| 浏览/下载：297/2 \| 提交时间：2024/06/17 Computational efficiency Data privacy Table lookup Bit-Width Conventional methods Data characteristics Hardware implementations High-accuracy Intrinsic data Non-uniform quantization Power-of-two Quantisation Quantization schemes
	Can Stochastic Computing Truly Tolerate Bit Flips? 会议论文 PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, Clearwater, FL, United states, June 12, 2024 - June 14, 2024 作者: Wang, Yutong; Ni, Zhaojun; Liu, Siting Adobe PDF(1993Kb) \| 收藏 \| 浏览/下载：399/10 \| 提交时间：2024/08/09 Bit error rate Computer system recovery Error correction Radiation hardening Recovery Stochastic models Arithmetic circuit Bit-flips Bitstreams Computation errors Error-recovery Fault-tolerant Flip's model Soft error Stochastic circuits Stochastic computing

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