• DocumentCode
    1285973
  • Title

    A Neuromorphic VLSI Head Direction Cell System

  • Author

    Massoud, Tarek M. ; Horiuchi, Timothy K.

  • Author_Institution
    Dept. of Electr. & Comput. Eng. & Inst. for Syst. Res., Univ. of Maryland, College Park, MD, USA
  • Volume
    58
  • Issue
    1
  • fYear
    2011
  • Firstpage
    150
  • Lastpage
    163
  • Abstract
    The head direction (HD) cell system in the brain of mammals is thought to be part of the neural circuitry supporting their spatial navigation capabilities. In this paper we present a neuromorphic very large scale integration system that models the operation of the HD system. Relying on spiking neurons and attractor dynamics, this system can be used to represent and retain the current estimate of head orientation in the environment and integrate the angular velocity to update this estimate. The presented system is more than a simple integrator and orientation memory; it is a first step towards modeling sophisticated biological navigation systems that use multimodal sensory and motor information to continually realign themselves based on experience.
  • Keywords
    VLSI; biomedical electronics; prosthetics; angular velocity; attractor dynamics; biological navigation systems; head orientation; motor information; multimodal sensory; neuromorphic VLSI head direction cell system; neuromorphic very large scale integration system; orientation memory; spiking neurons; Angular velocity; Biological system modeling; Biomembranes; Circuits; High definition video; Magnetic heads; Navigation; Neuromorphics; Neurons; Rats; Very large scale integration; Attractor dynamics; head direction; navigation; neuromorphic very large scale integration; spiking neurons;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2010.2055310
  • Filename
    5540245