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CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 卷号: 143, 页码: 14
作者:  Li, Guangli;  Ma, Xiu;  Yu, Qiuchu;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载：13/0  |  提交时间：2023/12/04
On-device deep learning  Efficient neural networks  Model approximation and optimization  
Deep Intra Prediction by Jointly Exploiting Local and Non-Local Similarities 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 5, 页码: 2396-2409
作者:  Lei, Meng;  Zhang, Jiaqi;  Wang, Shiqi;  Wang, Shanshe;  Ma, Siwei
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Correlation  Predictive models  Deep learning  Video coding  Image reconstruction  Encoding  Convolutional neural networks  Intra prediction  attention mechanism  template matching  non-local operation  
Recent Advances in Pedestrian Inertial Navigation Based on Smartphone: A Review 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 23, 页码: 22319-22343
作者:  Wang, Qu;  Fu, Meixia;  Wang, Jianquan;  Luo, Haiyong;  Sun, Lei;  Ma, Zhangchao;  Li, Wei;  Zhang, Chaoyi;  Huang, Rong;  Li, Xianda;  Jiang, Zhuqing;  Liang, Qilian
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Indoor positioning  inertial navigation  pedestrian dead reckoning (PDR)  performance evaluation  
Comparison of logistic regression and machine learning methods for predicting postoperative delirium in elderly patients: A retrospective study 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2022, 页码: 10
作者:  Song, Yu-Xiang;  Yang, Xiao-Dong;  Luo, Yun-Gen;  Ouyang, Chun-Lei;  Yu, Yao;  Ma, Yu-Long;  Li, Hao;  Lou, Jing-Sheng;  Liu, Yan-Hong;  Chen, Yi-Qiang;  Cao, Jiang-Bei;  Mi, Wei-Dong
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
aged  delirium  machine learning  nomograms  risk assessment  
FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 5, 页码: 1200-1220
作者:  Liu, Lei;  Ma, Xiu;  Liu, Hua-Xiao;  Li, Guang-Li;  Liu, Lei
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
deep learning accelerator  programming framework  domain-specific language  
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 375-387
作者:  Ma, Xiu;  Li, Guangli;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载：16/0  |  提交时间：2023/07/12
Deep learning systems  Neural network compression  Filter pruning  
Recent Advances in Pedestrian Navigation Activity Recognition: A Review 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 8, 页码: 7499-7518
作者:  Wang, Qu;  Luo, Haiyong;  Wang, Jianquan;  Sun, Lei;  Ma, Zhangchao;  Zhang, Chaoyi;  Fu, Meixia;  Zhao, Fang
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Activity recognition  Sensors  Navigation  Legged locomotion  Performance evaluation  Hidden Markov models  Feature extraction  Pedestrian positioning  human activity recognition  pedestrian navigation activity  public dataset  
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 124, 页码: 11
作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Yue, Hengshan;  Li, Jiansong;  Liu, Lei;  Feng, Xiaobing;  Xue, Jingling
收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07
Edge intelligence  Deep learning  Neural network compression  
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 12, 页码: 3543-3554
作者:  Campello, Victor M.;  Gkontra, Polyxeni;  Izquierdo, Cristian;  Martin-Isla, Carlos;  Sojoudi, Alireza;  Full, Peter M.;  Maier-Hein, Klaus;  Zhang, Yao;  He, Zhiqiang;  Ma, Jun;  Parreno, Mario;  Albiol, Alberto;  Kong, Fanwei;  Shadden, Shawn C.;  Acero, Jorge Corral;  Sundaresan, Vaanathi;  Saber, Mina;  Elattar, Mustafa;  Li, Hongwei;  Menze, Bjoern;  Khader, Firas;  Haarburger, Christoph;  Scannell, Cian M.;  Veta, Mitko;  Carscadden, Adam;  Punithakumar, Kumaradevan;  Liu, Xiao;  Tsaftaris, Sotirios A.;  Huang, Xiaoqiong;  Yang, Xin;  Li, Lei;  Zhuang, Xiahai;  Vilades, David;  Descalzo, Martin L.;  Guala, Andrea;  La Mura, Lucia;  Friedrich, Matthias G.;  Garg, Ria;  Lebel, Julie;  Henriques, Filipe;  Karakas, Mahir;  Cavus, Ersin;  Petersen, Steffen E.;  Escalera, Sergio;  Segui, Santi;  Rodriguez-Palomares, Jose F.;  Lekadir, Karim
收藏  |  浏览/下载：35/0  |  提交时间：2022/06/21
Image segmentation  Heart  Training  Hospitals  Deep learning  Biomedical engineering  Protocols  Cardiovascular magnetic resonance  image segmentation  deep learning  generalizability  data augmentation  domain adaption  public dataset  
Recognizing Global Dams From High-Resolution Remotely Sensed Images Using Convolutional Neural Networks 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 6363-6371
作者:  Fang, Weizhen;  Sun, Yiyuan;  Ji, Rui;  Wan, Wei;  Ma, Lei
收藏  |  浏览/下载：31/0  |  提交时间：2021/12/01
Dams  Image recognition  Remote sensing  Earth  Training  Internet  Object recognition  Convolutional neural networks (CNNs)  dams  deep learning  Google earth  object recognition