中国科学院计算技术研究所机构知识库

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	Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses 期刊论文 ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 4, 页码: 23 作者:  Chu, Cheng;  Liu, Cheng;  Xu, Dawen;  Wang, Ying;  Luo, Tao;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04 Deformable convolution network  neural network accelerator  irregular memory access  runtime tile scheduling
	On-Line Fault Protection for ReRAM-Based Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437 作者:  Li, Wen;  Wang, Ying;  Liu, Cheng;  He, Yintao;  Liu, Lian;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12 Training  Fault detection  Computational modeling  Image edge detection  Memristors  Neural networks  Kernel  Deep neural network  hard fault  ReRAM  reliability  soft fault
	Saving Energy of RRAM-Based Neural Accelerator Through State-Aware Computing 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 7, 页码: 2115-2127 作者:  He, Yintao;  Wang, Ying;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07 Computer architecture  Microprocessors  Resistance  Power demand  Training  Biological neural networks  Optimization  Low power (LP)  neural networks  processing-in-memory  resistive random-access memory (RRAM)
	A Fast Precision Tuning Solution for Always-On DNN Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1236-1248 作者:  Wang, Ying;  He, Yintao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07 Computer architecture  Neural networks  Computational modeling  Approximate computing  Tuning  Switches  Microprocessors  Always-on  CNN  computing-in-memory (CiM)  resistive RAM
	EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 9, 页码: 1511-1525 作者:  Liang, Shengwen;  Wang, Ying;  Liu, Cheng;  He, Lei;  Li, Huawei;  Xu, Dawen;  Li, Xiaowei 收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01 Neural networks  Hardware  System-on-chip  Task analysis  Feature extraction  Memory management  Graph neural network  accelerator architecture  hardware acceleration
	Architecting Effectual Computation for Machine Learning Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667 作者:  Lu, Hang;  Zhang, Mingzhe;  Han, Yinhe;  Wang, Qi;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：88/0  |  提交时间：2020/12/10 Computational modeling  Throughput  Adders  Machine learning  Acceleration  Kernel  Computational efficiency  Accelerator architectures  neural network hardware  multiplying circuits
	MV-Net: Toward Real-Time Deep Learning on Mobile GPGPU Systems 期刊论文 ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2019, 卷号: 15, 期号: 4, 页码: 25 作者:  Tang, Yibin;  Wang, Ying;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10 Edge computing  online scheduling  deep learning  energy efficiency  approximate computing
	A QoS-QoR Aware CNN Accelerator Design Approach 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 11, 页码: 1995-2007 作者:  Wang, Ying;  Li, Huawei;  Cheng, Long;  Li, Xiaowei 收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10 Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time
	STT-RAM Buffer Design for Precision-Tunable General-Purpose Neural Network Accelerator 期刊论文 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 4, 页码: 1285-1296 作者:  Song, Lili;  Wang, Ying;  Han, Yinhe;  Li, Huawei;  Cheng, Yuanqing;  Li, Xiaowei 收藏  |  浏览/下载：70/0  |  提交时间：2019/12/12 Approximate computing  machine learning  neural network  spin toque transfer RAM (STT-RAM)
	VANUCA: Enabling Near-Threshold Voltage Operation in Large-Capacity Cache 期刊论文 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2016, 卷号: 24, 期号: 3, 页码: 858-870 作者:  Wang, Ying;  Han, Yinhe;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：35/0  |  提交时间：2019/12/13 Cache design  fault tolerant  multi-V-dd  near-threshold voltage (NTV)  nonuniform cache access (NUCA)