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General Purpose Deep Learning Accelerator Based on Bit Interleaving 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1470-1483
作者:  Chang, Liang;  Lu, Hang;  Li, Chenglong;  Zhao, Xin;  Hu, Zhicheng;  Zhou, Jun;  Li, Xiaowei
收藏  |  浏览/下载：4/0  |  提交时间：2024/12/06
Synchronization  Parallel processing  Computational modeling  Training  Pragmatics  Power demand  Hardware acceleration  Accelerator  bit-level sparsity  deep neural network (DNN)  
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：39/0  |  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)  
On Performance Optimization and Quality Control for Approximate-Communication-Enabled Networks-on-Chip 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 11, 页码: 1817-1830
作者:  Xiao, Siyuan;  Wang, Xiaohang;  Palesi, Maurizio;  Singh, Amit Kumar;  Wang, Liang;  Mak, Terrence
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Optimization  Quality control  Approximate computing  System performance  Power demand  Measurement  Runtime  Approximate computing  many-core system  networks-on-chip  
Design and Analysis of Energy-Efficient Dynamic Range Approximate Logarithmic Multipliers for Machine Learning 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 4, 页码: 612-625
作者:  Yin, Peipei;  Wang, Chenghua;  Waris, Haroon;  Liu, Weiqiang;  Han, Yinhe;  Lombardi, Fabrizio
收藏  |  浏览/下载：34/0  |  提交时间：2022/06/21
Adders  Dynamic range  Machine learning  Handwriting recognition  Power demand  Approximate computing  Heuristic algorithms  Approximate computing  logarithmic multiplier  operand truncation  low power  
A Chip-Level Optical Interconnect for CPU 期刊论文
IEEE PHOTONICS TECHNOLOGY LETTERS, 2021, 卷号: 33, 期号: 16, 页码: 852-855
作者:  Hao, Qinfen;  Qin, Mengyuan;  Qi, Nan;  Xue, Haiyun;  Han, Meng;  Li, Xiaolin;  Hao, Kai;  Niu, Xingmao;  Xiao, Limin;  Fan, Dongrui;  Kurata, Kazuhiko
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Integrated optics  Optical interconnections  Transceivers  Adaptive optics  Optical switches  Optical sensors  Power demand  Optical interconnections  digital integrated circuits  very high speed integrated circuits  chip scale packaging  system integration  
Estimating the Resource Demand in Power-Aware Clusters by Regressing a Linearly Dependent Relation 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 3, 页码: 385-397
作者:  Hu, Cheng;  Deng, Yuhui;  Yang, Laurence T.;  Zhao, Yufan
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
Estimation  Servers  Linear regression  Quality of service  Computational modeling  Analytical models  Task analysis  Resource demand estimation  linear regression  power-aware cluster  QoS  SLA