Learning Algorithms and Signal Processing for Brain-Inspired Computing

被引:5
|
作者
Simeone, Osvaldo [1 ,2 ]
Rajendran, Bipin [3 ,4 ]
Gruning, Andre [5 ,6 ]
Eleftheriou, Evangelos S. [7 ]
Davies, Mike [8 ]
Deneve, Sophie
Huang, Guang-Bin [9 ]
机构
[1] Kings Coll London, Dept Engn, Informat Engn Res, London, England
[2] New Jersey Inst Technol, Newark, NJ 07102 USA
[3] New Jersey Inst Technol, Elect & Comp Engn, Newark, NJ 07102 USA
[4] IBM TJ Watson Res Ctr, New York, NY USA
[5] Univ Surrey, Dept Comp Sci, Computat Intelligence, Surrey, England
[6] Univ Bern, Inst Physiol, Bern, Switzerland
[7] IBM Res Zurich, Zurich, Switzerland
[8] Intels Neuromorph Comp Lab, Zurich, Switzerland
[9] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
关键词
D O I
10.1109/MSP.2019.2935557
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
引用
收藏
页码:12 / 15
页数:4
相关论文
共 50 条
  • [21] Brain-inspired computing with spintronics devices
    Tsunegi, Sumito
    Torrejon, Jacob
    Riou, Mathieu
    Araujo, Flavio Abreu
    Cros, Vincent
    Grollier, Julie
    Yakushiji, Kay
    Fukushima, Akio
    Yuasa, Shinji
    Kubota, Hitoshi
    2018 IEEE INTERNATIONAL MEETING FOR FUTURE OF ELECTRON DEVICES, KANSAI (IMFEDK), 2018,
  • [22] Brain-inspired computing becomes complete
    Rhodes, Oliver
    NATURE, 2020, 586 (7829) : 364 - 366
  • [23] A system hierarchy for brain-inspired computing
    Zhang, Youhui
    Qu, Peng
    Ji, Yu
    Zhang, Weihao
    Gao, Guangrong
    Wang, Guanrui
    Song, Sen
    Li, Guoqi
    Chen, Wenguang
    Zheng, Weimin
    Chen, Feng
    Pei, Jing
    Zhao, Rong
    Zhao, Mingguo
    Shi, Luping
    NATURE, 2020, 586 (7829) : 378 - +
  • [24] Memristive Synapses for Brain-Inspired Computing
    Wang, Jingrui
    Zhuge, Fei
    ADVANCED MATERIALS TECHNOLOGIES, 2019, 4 (03):
  • [25] Brain-inspired conscious computing architecture
    Duch, W
    JOURNAL OF MIND AND BEHAVIOR, 2005, 26 (1-2): : 1 - 21
  • [26] Competing memristors for brain-inspired computing
    Kim, Seung Ju
    Kim, Sang Bum
    Jang, Ho Won
    ISCIENCE, 2021, 24 (01)
  • [27] BIDL: a brain-inspired deep learning framework for spatiotemporal processing
    Wu, Zhenzhi
    Shen, Yangshu
    Zhang, Jing
    Liang, Huaju
    Zhao, Rongzhen
    Li, Han
    Xiong, Jianping
    Zhang, Xiyu
    Chua, Yansong
    FRONTIERS IN NEUROSCIENCE, 2023, 17
  • [28] Brain-Inspired Stigmergy Learning
    Xu, Xing
    Zhao, Zhifeng
    Li, Rongpeng
    Zhang, Honggang
    IEEE ACCESS, 2019, 7 : 54410 - 54424
  • [29] Brain-inspired global-local learning incorporated with neuromorphic computing
    Yujie Wu
    Rong Zhao
    Jun Zhu
    Feng Chen
    Mingkun Xu
    Guoqi Li
    Sen Song
    Lei Deng
    Guanrui Wang
    Hao Zheng
    Songchen Ma
    Jing Pei
    Youhui Zhang
    Mingguo Zhao
    Luping Shi
    Nature Communications, 13
  • [30] Brain-inspired global-local learning incorporated with neuromorphic computing
    Wu, Yujie
    Zhao, Rong
    Zhu, Jun
    Chen, Feng
    Xu, Mingkun
    Li, Guoqi
    Song, Sen
    Deng, Lei
    Wang, Guanrui
    Zheng, Hao
    Ma, Songchen
    Pei, Jing
    Zhang, Youhui
    Zhao, Mingguo
    Shi, Luping
    NATURE COMMUNICATIONS, 2022, 13 (01)