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自动化研究所 [19]
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Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization
期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:
Yang, Yukuan
;
Chi, Xiaowei
;
Deng, Lei
;
Yan, Tianyi
;
Gao, Feng
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/11/21
Full 8-bit quantization
Network without batch normalization
Small batch
Online training
Resource-limited devices
Compressing Speaker Extraction Model with Ultra-low Precision Quantization and Knowledge Distillation
期刊论文
Neural Networks, 2022, 卷号: 154, 页码: 13-21
作者:
Yating Huang
;
Yunzhe Hao
;
Jiaming Xu
;
Bo Xu
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/09/17
One-sampling and Rapid Analysis of Cancer Biomarker on a Power-free and Low-cost Microfluidic Chip
期刊论文
ANALYTICAL SCIENCES, 2021, 卷号: 37
作者:
Gao, Nailong
;
Chang, Jianguo
;
Dai, Peng
;
Zhu, Ziming
;
You, Hui
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/01/10
Power-free
one-step
cancer biomarker
POCT
microfluidic
immunoassay microchip
Energy-efficient Collaborative Sensing: Learning the Latent Correlations of Heterogeneous Sensors
期刊论文
ACM TRANSACTIONS ON SENSOR NETWORKS, 2021, 卷号: 17, 期号: 3, 页码: 28
作者:
Liang, Yunji
;
Wang, Xin
;
Yu, Zhiwen
;
Guo, Bin
;
Zheng, Xiaolong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/06/10
Energy efficiency
latent correlation learning
collaboration sensing
internet of things
temporal convolutional network
attention mechanism
multi-task learning
3D-RVP: A method for 3D object reconstruction from a single depth view using voxel and point
期刊论文
NEUROCOMPUTING, 2021, 卷号: 430, 页码: 94-103
作者:
Zhao, Meihua
;
Xiong, Gang
;
Zhou, MengChu
;
Shen, Zhen
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/29
3D object reconstruction
Encoder-decoder network
Machine learning
Point prediction network
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features
期刊论文
NEUROCOMPUTING, 2021, 卷号: 425, 页码: 96-106
作者:
Wang, Tengxiao
;
Shi, Cong
;
Zhou, Xichuan
;
Lin, Yingcheng
;
He, Junxian
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/12/01
Neuromorphic computing
Spiking neural networks
SNN
Compressive sensing
Object classification
Multi-spike encoding
Recent Advances in Collaborative Scheduling of Computing Tasks in an Edge Computing Paradigm
期刊论文
SENSORS, 2021, 卷号: 21, 期号: 3, 页码: 22
作者:
Chen, Shichao
;
Li, Qijie
;
Zhou, Mengchu
;
Abusorrah, Abdullah
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  |  
浏览/下载:26/0
  |  
提交时间:2021/03/15
collaborative scheduling
edge computing
internet of things
limited resources
optimization
task offloading
Resource Allocation Based on User Pairing and Subcarrier Matching for Downlink Non-Orthogonal Multiple Access Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 679-689
作者:
Zhixin Liu
;
Changjian Liang
;
Yazhou Yuan
;
Kit Yan Chan
;
Xinping Guan
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/04/09
Non-orthogonal multiple access (NOMA)
power control
rate maximization
subcarrier matching
user pairing
Blockchain-Assisted Secure Fine-Grained Searchable Encryption for a Cloud-Based Healthcare Cyber-Physical System
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1877-1890
作者:
null Mamta
;
Brij B. Gupta
;
Kuan-Ching Li
;
Victor C. M. Leung
;
Kostas E. Psannis
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/09/03
Cloud-based cyber-physical systems (CCPS)
data encryption
healthcare information search and retrieval
keyword search
public-key cryptosystems
searchable encryption
Design and Implement of Microservice System for Edge Computing
会议论文
Shanghai, China, 3-5 December 2020
作者:
Peng Sha
;
Shichao Chen
;
Liling Zheng
;
Xudong Liu
;
Haotian Tang
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/04/08
Edge computing
Microservice
Flask
PostgreSQL
Distributed deployment
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