Superconducting optoelectronic platform for neuromorphic computing

被引:0
|
作者
Buckley, S. M. [1 ]
McCaughan, A. N. [1 ]
Chiles, J. [1 ]
Mirin, R. P. [1 ]
Nam, S. W. [1 ]
Shainline, J. M. [1 ]
机构
[1] NIST, 325 Broadway, Boulder, CO 80305 USA
关键词
D O I
暂无
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
We propose a hybrid semiconductor-superconductor hardware platform for the implementation of neural networks and large-scale neuromorphic computing. The platform combines semiconducting few-photon light-emitting diodes with superconducting-nanowire single-photon detectors to behave as spiking neurons.
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Superconducting Optoelectronic Circuits for Neuromorphic Computing
    Shainline, Jeffrey M.
    Buckley, Sonia M.
    Mirin, Richard P.
    Nam, Sae Woo
    PHYSICAL REVIEW APPLIED, 2017, 7 (03):
  • [2] Design of superconducting optoelectronic networks for neuromorphic computing
    Buckley, Sonia
    McCaughan, Adam N.
    Chiles, Jeff
    Mirin, Richard P.
    Nam, Sae Woo
    Shainline, Jeffrey M.
    Bruer, Grant
    Plank, James S.
    Schuman, Catherine D.
    2018 IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC), 2018, : 36 - 42
  • [3] Progress in Superconducting Optoelectronic Networks for Neuromorphic Computing
    Buckley, S. M.
    Chiles, J. T.
    McCaughan, A. N.
    Tait, A. N.
    Mirin, R. P.
    Nam, S. W.
    Shainline, J. M.
    2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2020,
  • [4] Optoelectronic memristor for neuromorphic computing
    Xue, Wuhong
    Ci, Wenjuan
    Xu, Xiao-Hong
    Liu, Gang
    CHINESE PHYSICS B, 2020, 29 (04)
  • [5] Optoelectronic memristor for neuromorphic computing
    薛武红
    次红娟
    许小红
    刘刚
    Chinese Physics B, 2020, 29 (04) : 19 - 34
  • [6] Photonic and optoelectronic neuromorphic computing
    El Srouji, L.
    Krishnan, A.
    Ravichandran, R.
    Lee, Y.
    On, M.
    Xiao, X.
    Yoo, S. J. Ben
    APL PHOTONICS, 2022, 7 (05)
  • [7] Optoelectronic Perovskite Synapses for Neuromorphic Computing
    Ma, Fumin
    Zhu, Yangbin
    Xu, Zhongwei
    Liu, Yang
    Zheng, Xiaojing
    Ju, Songman
    Li, Qianqian
    Ni, Ziquan
    Hu, Hailong
    Chai, Yang
    Wu, Chaoxing
    Kim, Tae Whan
    Li, Fushan
    ADVANCED FUNCTIONAL MATERIALS, 2020, 30 (11)
  • [8] Optoelectronic Synaptic Devices for Neuromorphic Computing
    Wang, Yue
    Yin, Lei
    Huang, Wen
    Li, Yayao
    Huang, Shijie
    Zhu, Yiyue
    Yang, Deren
    Pi, Xiaodong
    ADVANCED INTELLIGENT SYSTEMS, 2021, 3 (01)
  • [9] Flexible Organic Optoelectronic Devices for Neuromorphic Computing
    Hu, Xuemeng
    Meng, Jialin
    Li, Qingxuan
    Wang, Tianyu
    Zhu, Hao
    Sun, Qingqing
    Zhang, David Wei
    Chen, Lin
    IEEE ELECTRON DEVICE LETTERS, 2023, 44 (07) : 1100 - 1103
  • [10] ZnO nanowire optoelectronic synapse for neuromorphic computing
    Shen, Cong
    Gao, Xu
    Chen, Cheng
    Ren, Shan
    Xu, Jian-Long
    Xia, Yi-Dong
    Wang, Sui-Dong
    NANOTECHNOLOGY, 2022, 33 (06)