• DocumentCode
    1266661
  • Title

    A simple neuron servo

  • Author

    DeWeerth, Stephen P. ; Nielsen, Lars ; Mead, Carver A. ; Åström, Karl J.

  • Author_Institution
    Dept. of Comput. Sci., California Inst. of Technol., Pasadena, CA, USA
  • Volume
    2
  • Issue
    2
  • fYear
    1991
  • fDate
    3/1/1991 12:00:00 AM
  • Firstpage
    248
  • Lastpage
    251
  • Abstract
    A simple servo controller built from components having neuronlike features is described. This VLSI servo controller uses pulses for control and is orders of magnitude smaller than a conventional system. The basic circuit elements are described. A key element is a component and neuronlike capability that takes voltages as inputs and generates a pulse train as the output. It is shown how the circuits are combined to a proportional and derivative controller. The advantages of using a pulsed output representation to improve slow-speed operation of a friction-limited system is demonstrated. The utility of exploiting parallelism, aggregation, and redundancy to improve system-level performance given imprecise low-level components is discussed. Experimental results illustrate the properties of the system compared with conventional controllers
  • Keywords
    VLSI; controllers; neural nets; servomechanisms; two-term control; PD control; VLSI; friction-limited system; neural nets; neuron servo; pulse train; servo controller; Actuators; Circuits; Control systems; Muscles; Neurons; PD control; Servomechanisms; Silicon; Very large scale integration; Voltage;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.80335
  • Filename
    80335