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
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;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2010.2055310