Title
A Neuromorphic Vlsi Grid Cell System
Abstract
Neurons in the medial entorhinal cortex of rats have been found to respond in a two-dimensional hexagonal "grid" pattern anchored to the environment. "Grid cells" with different spatial frequencies are thought to contribute to the creation of unimodal "place" cell responses useful for spatial navigation. In this paper we present results from an analog VLSI circuit that generates a hexagonal grid of activity using continuous attractor dynamics and transmits this pattern via neuron-like spikes. This circuit is a component of a larger system for modeling the neural circuits underlying mammalian spatial navigation.
Year
DOI
Venue
2012
10.1109/ISCAS.2012.6271787
2012 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS 2012)
Keywords
Field
DocType
vlsi,computer architecture,threshold voltage,spatial frequency,kernel,neural nets,transistors
Entorhinal cortex,Computer science,Hexagonal tiling,Neuromorphic engineering,Electronic engineering,Biological neural network,Artificial neural network,Very-large-scale integration,Grid,Spatial frequency
Conference
ISSN
Citations 
PageRank 
0271-4302
2
0.44
References 
Authors
4
2
Name
Order
Citations
PageRank
Tarek M. Massoud181.89
Timothy K. Horiuchi215339.22