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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：24/0  |  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：19/0  |  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：68/0  |  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：65/0  |  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：75/0  |  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：39/0  |  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
收藏  |  浏览/下载：38/0  |  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：42/0  |  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：40/0  |  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：38/0  |  提交时间：2019/12/13
Wavelet kernel function  Extreme learning machine  Wavelet-mix kernel function  Weighted method