• DocumentCode
    2831146
  • Title

    A CMOS chip design of binary neural network with delayed synapses

  • Author

    Aibara, Reiji ; Mitsui, Yasuhiro ; Ae, Tadasi

  • Author_Institution
    Hiroshima Univ., Japan
  • fYear
    1991
  • fDate
    11-14 Jun 1991
  • Firstpage
    1307
  • Abstract
    A binary neural network can be easily fabricated because of hardware simplicity. To increase the power of the binary neural network, the authors propose the neural network with delayed synapses for solving optimization problems. They demonstrate a CMOS chip design of the binary neural network with delayed synapses, where the delay inserted into synapse is variable and controllable. Using the 2-μm design rule, 64 neurons can be realized in a chip and every neuron can have 16 different weights and delays of each synapse
  • Keywords
    CMOS integrated circuits; neural nets; optimisation; 2 micron; CMOS chip design; binary neural network; delayed synapses; delays; design rule; optimization problems; weights; Chip scale packaging; Delay; Design optimization; Feedback circuits; Hysteresis; Neural network hardware; Neural networks; Neurofeedback; Neurons; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1991., IEEE International Sympoisum on
  • Print_ISBN
    0-7803-0050-5
  • Type

    conf

  • DOI
    10.1109/ISCAS.1991.176611
  • Filename
    176611