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Enabling In-Network Floating-Point Arithmetic for Efficient Computation Offloading 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 12, 页码: 4918-4934
作者:  Cui, Penglai;  Pan, Heng;  Li, Zhenyu;  Zhang, Penghao;  Miao, Tianhao;  Zhou, Jianer;  Guan, Hongtao;  Xie, Gaogang
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Open area test sites  Arithmetic  Memory management  Task analysis  Training  Standards  Servers  In-network computation  computation offloading  floating-point operation  
An Application-oblivious Memory Scheduling System for DNN Accelerators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2022, 卷号: 19, 期号: 4, 页码: 26
作者:  Li, Jiansong;  Wang, Xueying;  Chen, Xiaobing;  Li, Guangli;  Dong, Xiao;  Zhao, Peng;  Yu, Xianzhi;  Yang, Yongxin;  Cao, Wei;  Liu, Lei;  Feng, Xiaobing
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Deep learning  memory scheduling  runtime system  DNN accelerators  
Learning Degradation-Invariant Representation for Robust Real-World Person Re-Identification 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 页码: 27
作者:  Huang, Yukun;  Fu, Xueyang;  Li, Liang;  Zha, Zheng-Jun
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
Person Re-ID  Representation learning  Vision in bad weather  Deep learning  Low-light image enhancement  
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：32/0  |  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：30/0  |  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  
TransPhos: A Deep-Learning Model for General Phosphorylation Site Prediction Based on Transformer-Encoder Architecture 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 8, 页码: 17
作者:  Wang, Xun;  Zhang, Zhiyuan;  Zhang, Chaogang;  Meng, Xiangyu;  Shi, Xin;  Qu, Peng
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
phosphorylation site prediction  transformer  post-translational modifications  
Multi-Distributed Speech Emotion Recognition Based on Mel Frequency Cepstogram and Parameter Transfer 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2022, 卷号: 31, 期号: 1, 页码: 155-167
作者:  Lin Long;  Tan Liang
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Speech emotion recognition (SER)  Machine learning  Mel frequency cepstogram (MFCC)  Parameter transfer  Long short-term memory (LSTM)  Inception-v3  
Adaptive Spatial Location With Balanced Loss for Video Captioning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 1, 页码: 17-30
作者:  Li, Linghui;  Zhang, Yongdong;  Tang, Sheng;  Xie, Lingxi;  Li, Xiaoyong;  Tian, Qi
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Task analysis  Redundancy  Feature extraction  Visualization  Detectors  Computer vision  Training  Convolutional neural network  recurrent neural network  video captioning  adaptive spatial location  balanced loss