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Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 12, 页码: 3133-3146
作者:  Liu, Bosheng;  Jiang, Zhuoshen;  Wu, Yalan;  Wu, Jigang;  Chen, Xiaoming;  Liu, Peng;  Zhou, Qingguo;  Han, Yinhe
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Frequency-domain accelerator  energy efficiency  resistive random access memory  frequency-domain convolutions  
Self-Regulated Learning for Egocentric Video Activity Anticipation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 6, 页码: 6715-6730
作者:  Qi, Zhaobo;  Wang, Shuhui;  Su, Chi;  Su, Li;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Predictive models  Dairy products  Semantics  Feature extraction  Visualization  Activity recognition  Task analysis  Egocentric video activity anticipaiton  third-person video activity anticipaiton  contrastive learning  multi-task learning  self-regulated learning  
Characterising Usage Patterns and Privacy Risks of a Home Security Camera Service 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 7, 页码: 2344-2357
作者:  Li, Jinyang;  Li, Zhenyu;  Tyson, Gareth;  Xie, Gaogang
收藏  |  浏览/下载：17/0  |  提交时间：2022/12/07
Cameras  Privacy  Streaming media  Servers  Motion detection  Mobile computing  Feeds  Home security camera  IoT  privacy  usage pattern  
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 5, 页码: 2360-2374
作者:  Feng, Jie;  Li, Yong;  Yang, Zeyu;  Qiu, Qiang;  Jin, Depeng
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Trajectory  Semantics  Predictive models  Task analysis  Recurrent neural networks  Adaptation models  Context modeling  Neural network  attention  human mobility  
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Deng, Lei;  Wu, Yujie;  Hu, Yifan;  Liang, Ling;  Li, Guoqi;  Hu, Xing;  Ding, Yufei;  Li, Peng;  Xie, Yuan
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
Neurons  Computational modeling  Quantization (signal)  Optimization  Encoding  Task analysis  Synapses  Activity regularization  alternating direction method of multiplier (ADMM)  connection pruning  spiking neural network (SNN) compression  weight quantization  
DAGM: A novel modelling framework to assess the risk of HER2-negative breast cancer based on germline rare coding mutations 期刊论文
EBIOMEDICINE, 2021, 卷号: 69, 页码: 11
作者:  Yang, Mei;  Fan, Yanhui;  Wu, Zhi-Yong;  Gu, Jin;  Feng, Zhendong;  Zhang, Qiangzu;  Han, Shunhua;  Zhang, Zhonghai;  Li, Xu;  Hsueh, Yi-Ching;  Ni, Yanxiang;  Li, Xiaoling;  Li, Jieqing;  Hu, Meixia;  Li, Weiping;  Gao, Hongfei;  Yang, Ciqiu;  Zhang, Chunming;  Zhang, Liulu;  Zhu, Teng;  Cheng, Minyi;  Ji, Fei;  Xu, Juntao;  Cui, Hening;  Tan, Guangming;  Zhang, Michael Q.;  Liang, Changhong;  Liu, Zaiyi;  Song, You-Qiang;  Niu, Gang;  Wang, Kun
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
HER2-negative breast cancer  Germline rare coding mutations  Damage assessment of genomic mutations (DAGM)  Risk assessment  Activity profiles of signalling pathways (APSP)  HER2 signalling pathway  Immune suppression  
An Edge 3D CNN Accelerator for Low-Power Activity Recognition 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 5, 页码: 918-930
作者:  Wang, Ying;  Wang, Yongchen;  Shi, Cong;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Three-dimensional displays  Two dimensional displays  Arrays  Feature extraction  System-on-chip  Redundancy  3D CNN  activity analysis  CNN accelerator  network-on-chip  video  
Deep Learning Based Drug Screening for Novel Coronavirus 2019-nCov 期刊论文
INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2020, 页码: 9
作者:  Zhang, Haiping;  Saravanan, Konda Mani;  Yang, Yang;  Hossain, Md Tofazzal;  Li, Junxin;  Ren, Xiaohu;  Pan, Yi;  Wei, Yanjie
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Coronavirus  Deep learning  Drug screening  Homology modeling  3C-like protease  
Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 23
作者:  Wang, Qu;  Ye, Langlang;  Luo, Haiyong;  Men, Aidong;  Zhao, Fang;  Huang, Yan
收藏  |  浏览/下载：75/0  |  提交时间：2019/08/16
indoor positioning  deep learning  pedestrian dead reckoning  walking distance  stride-length estimation  
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 10, 页码: 3208-3219
作者:  Pang, Junbiao;  Huang, Jing;  Yang, Xue;  Wang, Zuyun;  Yu, Haitao;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载：65/0  |  提交时间：2019/12/10
Spatio-temporal pattern  fine-grained pattern  low-rank regularity  matrix factorization  taxis trip  point process