Building brain-inspired computing

被引:44
|
作者
Strukov, Dmitri [1 ]
Indiveri, Giacomo [2 ]
Grollier, Julie [3 ]
Fusi, Stefano [4 ]
机构
[1] Univ Calif Santa Barbara, Santa Barbara, CA 93106 USA
[2] Univ Zurich, Zurich, Switzerland
[3] CNRS, Unite Mixte Phys, Paris, France
[4] Columbia Univ, New York, NY 10027 USA
关键词
D O I
10.1038/s41467-019-12521-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Dmitri Strukov (an electrical engineer, University of California at Santa Barbara), Giacomo Indiveri (an electrical engineer, University of Zurich), Julie Grollier (a material physicist, Unite Mixte de Physique CNRS) and Stefano Fusi (a neuroscientist, Columbia University) talked to Nature Communications about the opportunities and challenges in developing brain-inspired computing technologies, namely neuromorphic computing, and advocated effective collaborations crossing multidisciplinary research areas to support this emerging community.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Fulfilling Brain-inspired Hyperdimensional Computing with In-memory Computing
    Rahimi, Abbas
    Le Gallo, Manuel
    Abu Sebastian
    [J]. ERCIM NEWS, 2021, (125): : 28 - 30
  • [42] Part 1: Tutorial series on brain-inspired computing
    Shun-ichi Amari
    [J]. New Generation Computing, 2005, 23 : 357 - 359
  • [43] Brain-inspired Learning drives Advances in Neuromorphic Computing
    Ahmad, Nasir
    Rueckauer, Bodo
    van Gerven, Marcel
    [J]. ERCIM NEWS, 2021, (125): : 24 - 25
  • [44] Advancing brain-inspired computing with hybrid neural networks
    Liu, Faqiang
    Zheng, Hao
    Ma, Songchen
    Zhang, Weihao
    Liu, Xue
    Chua, Yansong
    Shi, Luping
    Zhao, Rong
    [J]. NATIONAL SCIENCE REVIEW, 2024, 11 (05)
  • [45] Brain-inspired computing systems: a systematic literature review
    Zolfagharinejad, Mohamadreza
    Alegre-Ibarra, Unai
    Chen, Tao
    Kinge, Sachin
    van der Wiel, Wilfred G.
    [J]. EUROPEAN PHYSICAL JOURNAL B, 2024, 97 (06):
  • [46] EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing
    Wang, Ruixuan
    Ma, Dongning
    Jiao, Xun
    [J]. IEEE EMBEDDED SYSTEMS LETTERS, 2023, 15 (01) : 37 - 40
  • [47] PoisonHD: Poison Attack on Brain-Inspired Hyperdimensional Computing
    Wang, Ruixuan
    Jiao, Xun
    [J]. PROCEEDINGS OF THE 2022 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2022), 2022, : 298 - 303
  • [48] A Generic Software Platform for Brain-Inspired Cognitive Computing
    Takahashi, Koichi
    Itaya, Kotone
    Nakamura, Masayoshi
    Koizumi, Moriyoshi
    Arakawa, Naoya
    Tomita, Masaru
    Yamakawa, Hiroshi
    [J]. 6TH ANNUAL INTERNATIONAL CONFERENCE ON BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES (BICA 2015), 2015, 71 : 31 - 37
  • [49] Learning Algorithms and Signal Processing for Brain-Inspired Computing
    Simeone, Osvaldo
    Rajendran, Bipin
    Gruning, Andre
    Eleftheriou, Evangelos S.
    Davies, Mike
    Deneve, Sophie
    Huang, Guang-Bin
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2019, 36 (06) : 12 - 15
  • [50] Towards "General Purpose" Brain-Inspired Computing System
    Zhang, Youhui
    Qu, Peng
    Zheng, Weimin
    [J]. TSINGHUA SCIENCE AND TECHNOLOGY, 2021, 26 (05) : 664 - 673