Implementation of optical sensory neural networks by simple discrete and monolithic circuits

被引:0
|
作者
Nabet, Bahram [1 ]
Darling, Robert B. [1 ]
机构
[1] Univ of Washington, United States
关键词
Integrated Circuits; Monolithic - Mathematical Techniques--Differential Equations - Semiconductor Diodes - Transistors;
D O I
10.1016/0893-6080(88)90422-4
中图分类号
学科分类号
摘要
An extremely simple, all analog, and fully parallel implementation of a neural network, which was originally derived to account for the nonlinearity and mean luminance dependence observed in many biological visual systems, is presented. The network performs a wide variety of useful computational tasks, which can be predicted with a system of first-order differential equations. Good agreement has been found between this model and circuit implementations of the network.
引用
下载
收藏
相关论文
共 50 条
  • [31] Discrete Morphological Neural Networks
    Marcondes, Diego
    Barrera, Junior
    SIAM Journal on Imaging Sciences, 2024, 17 (03): : 1650 - 1689
  • [32] Monolithic Photonic Integrated Circuits for Long Haul Telecommunication Networks
    Chen, Wei
    AOE 2008: ASIA OPTICAL FIBER COMMUNICATION AND OPTOELECTRONIC EXPOSITION AND CONFERENCE, 2009,
  • [33] Implementation of binary mathematical morphology using discrete-time cellular neural networks
    Yang, LB
    Yang, T
    Crounse, KR
    Chua, LO
    1996 FOURTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, PROCEEDINGS (CNNA-96), 1996, : 7 - 12
  • [34] KCNQ potassium channels in sensory system and neural circuits
    Jing-jing Wang
    Yang Li
    Acta Pharmacologica Sinica, 2016, 37 : 25 - 33
  • [35] KCNQ potassium channels in sensory system and neural circuits
    Wang, Jing-jing
    Li, Yang
    ACTA PHARMACOLOGICA SINICA, 2016, 37 (01) : 25 - 33
  • [36] Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks
    Li, Yingjie
    Chen, Ruiyang
    Gao, Weilu
    Yu, Cunxi
    2022 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN, ICCAD, 2022,
  • [37] Monolithic optical microlithography of high-density elastic circuits
    Zheng, Yu-Qing
    Liu, Yuxin
    Zhong, Donglai
    Nikzad, Shayla
    Liu, Shuhan
    Yu, Zhiao
    Lw, Deyu
    Wu, Hung-Chin
    Zhu, Chenxin
    Li, Jinxing
    Tran, Helen
    Tok, Jeffrey B-H
    Bao, Zhenan
    SCIENCE, 2021, 373 (6550) : 88 - +
  • [38] Monolithic Si-based technology for optical receiver circuits
    Cannon, DD
    Luan, HC
    Danielson, DT
    Jongthammanurak, S
    Liu, J
    Michel, J
    Wada, K
    Kimerling, LC
    QUANTUM SENSING: EVOLUTION AND REVOLUTION FROM PAST TO FUTURE, 2003, 4999 : 145 - 155
  • [39] Monolithic Plasmonic Waveguide Architecture for Passive and Active Optical Circuits
    Lin, Charles Chih-Chin
    Chang, Po-Han
    Su, Yiwen
    Helmy, Amr S.
    NANO LETTERS, 2020, 20 (05) : 2950 - 2957
  • [40] Neural Networks for Transient Modeling of Circuits
    Xiong, Jie
    Yang, Alan S.
    Raginsky, Maxim
    Rosenbaum, Elyse
    2021 ACM/IEEE 3RD WORKSHOP ON MACHINE LEARNING FOR CAD (MLCAD), 2021,