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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 3, 页码: 1657-1661
作者:
He, Zhen
;
Shi, Cong
;
Wang, Tengxiao
;
Wang, Ying
;
Tian, Min
;
Zhou, Xichuan
;
Li, Ping
;
Liu, Liyuan
;
Wu, Nanjian
;
Luo, Gang
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2022/12/07
Neurons
Hardware
System-on-chip
Costs
Training
Field programmable gate arrays
Computational modeling
Neuromorphic computing
spiking neural network
extreme learning machine
spike-timing-dependent plasticity
reward-modulated
on-chip learning
A differentially private indoor localization scheme with fusion of WiFi and bluetooth fingerprints in edge computing
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 22
作者:
Zhang, Xuejun
;
He, Fucun
;
Chen, Qian
;
Jiang, Xinlong
;
Bao, Junda
;
Ren, Tongwei
;
Du, Xiaogang
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/07
Location privacy
Edge computing
Differential privacy
Fusion semi-supervised extreme learning machine
Indoor localization
Multi-Antenna Channel Interpolation via Tucker Decomposed Extreme Learning Machine
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 7, 页码: 7160-7163
作者:
Zhang, Han
;
Ai, Bo
;
Xu, Wenjun
;
Xu, Li
;
Cui, Shuguang
收藏
  |  
浏览/下载:78/0
  |  
提交时间:2019/12/10
Channel interpolation
extreme learning machine
tensor decomposition
OKRELM: online kernelized and regularized extreme learning machine for wearable-based activity recognition
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 9, 页码: 1577-1590
作者:
Hu, Lisha
;
Chen, Yiqiang
;
Wang, Jindong
;
Hu, Chunyu
;
Jiang, Xinlong
收藏
  |  
浏览/下载:76/0
  |  
提交时间:2019/12/10
Extreme learning machine
Kernel
Activity recognition
Online learning
Wearable computing
FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints
期刊论文
SOFT COMPUTING, 2018, 卷号: 22, 期号: 11, 页码: 3621-3635
作者:
Jiang, Xinlong
;
Chen, Yiqiang
;
Liu, Junfa
;
Gu, Yang
;
Hu, Lisha
收藏
  |  
浏览/下载:84/0
  |  
提交时间:2019/12/10
Fusion semi-supervised learning
Extreme Learning Machine
Indoor localization
Wi-Fi and Bluetooth fingerprints
Less annotation on active learning using confidence-weighted predictions
期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1629-1636
作者:
Yang, Xiaodong
;
Chen, Yiqiang
;
Yu, Hanchao
;
Zhang, Yingwei
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2019/12/10
Extreme Learning Machine
Online sequential learning
Active learning
Less annotation
Extreme learning machine with kernel model based on deep learning
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2017, 卷号: 28, 期号: 8, 页码: 1975-1984
作者:
Ding, Shifei
;
Guo, Lili
;
Hou, Yanlu
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  |  
浏览/下载:43/0
  |  
提交时间:2019/12/12
Extreme learning machine (ELM)
Deep-learning (DL)
Convolutional neural network (CNN)
CKELM
Unsupervised extreme learning machine with representational features
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2017, 卷号: 8, 期号: 2, 页码: 587-595
作者:
Ding, Shifei
;
Zhang, Nan
;
Zhang, Jian
;
Xu, Xinzheng
;
Shi, Zhongzhi
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2019/12/12
Data clustering
Extreme learning machine (ELM)
Extreme learning machine as an auto encoder (ELM-AE)
Unsupervised learning
Multi layer ELM-RBF for multi-label learning
期刊论文
APPLIED SOFT COMPUTING, 2016, 卷号: 43, 页码: 535-545
作者:
Zhang, Nan
;
Ding, Shifei
;
Zhang, Jian
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2019/12/13
Multi-label learning
Extreme learning machine
Radial basis function
k-Means clustering
Extreme learning machine based auto encoder (ELM-AE)
A wavelet extreme learning machine
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2016, 卷号: 27, 期号: 4, 页码: 1033-1040
作者:
Ding, Shifei
;
Zhang, Jian
;
Xu, Xinzheng
;
Zhang, Yanan
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2019/12/13
Wavelet kernel function
Extreme learning machine
Wavelet-mix kernel function
Weighted method