• DocumentCode
    1625268
  • Title

    Implementation of analog shunting neural networks for optoelectronic detection and processing

  • Author

    Darling, Robert B. ; Nabet, Bahram ; Pinter, Robert B.

  • Author_Institution
    Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
  • fYear
    1989
  • Firstpage
    465
  • Abstract
    A fully parallel and completely analog implementation of a shunting neural network is described. Such a network provides an artificial version of the biological cell connection structure and function commonly found in the more peripheral layers of a sensory organ, such as in the retina of an eye. This implementation is easily integrated with photodetector arrays and can be used to achieve many of the powerful signal processing properties normally associated with biological sensory systems. By using the circuit characteristics of a field-effect transistor biased into the voltage-variable conductance range, the implementation achieves an extremely high packing density with only one transistor per unilateral interconnection path. Dynamic range compression, edge enhancement, and preferential directional sensitivity are discussed in relation to the implementation constraints
  • Keywords
    analogue computer circuits; computerised picture processing; image sensors; neural nets; parallel architectures; photodetectors; analog shunting neural networks; biological cell connection structure; biological sensory systems; edge enhancement; field-effect transistor; fully parallel; optoelectronic detection; packing density; photodetector arrays; preferential directional sensitivity; retina; sensory organ; signal processing properties; unilateral interconnection path; voltage-variable conductance range; Array signal processing; Artificial neural networks; Biological cells; Biomedical signal processing; FETs; Neural networks; Photodetectors; Retina; Sense organs; Sensor arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1989., IEEE International Symposium on
  • Conference_Location
    Portland, OR
  • Type

    conf

  • DOI
    10.1109/ISCAS.1989.100391
  • Filename
    100391