Title :
Multi-chip neuromorphic motion processing
Author :
Higgins, Charles M. ; Koch, Christof
Author_Institution :
Div. of Biol., California Inst. of Technol., Pasadena, CA, USA
Abstract :
We describe a multi-chip CMOS VLSI visual motion processing system which combines analog circuitry with an asynchronous digital interchip communications protocol to allow more complex motion processing than is possible with all the circuitry in the focal plane. The two basic VLSI building blocks are a sender chip which incorporates a 2D imager array and transmits the position of moving spatial edges, and a receiver chip which computes a 2D optical flow vector field from the edge information. The elementary two-chip motion processing system consisting of a single sender and receiver is first characterized. Subsequently, two three-chip motion processing systems are described. The first such system uses two sender chips to compute the presence of motion only at a particular stereoscopic disparity. The second such system uses two receivers to simultaneously compute a linear and polar topographic mapping of the image plane, resulting in information about image translation, rotation, and expansion. These three-chip systems demonstrate the modularity and flexibility of the multi-chip neuromorphic approach
Keywords :
CMOS analogue integrated circuits; CMOS image sensors; VLSI; analogue processing circuits; image processing equipment; image sequences; motion estimation; protocols; real-time systems; 2D imager array; 2D optical flow vector field; VLSI building blocks; analog circuitry; asynchronous digital interchip communications protocol; edge information; image expansion; image rotation; image translation; linear topographic mapping; moving spatial edges; multi-chip neuromorphic motion processing; multichip CMOS VLSI system; polar topographic mapping; receiver chip; sender chip; three-chip system; two-chip system; visual motion processing system; CMOS analog integrated circuits; CMOS digital integrated circuits; CMOS process; Image motion analysis; Neuromorphics; Optical arrays; Optical computing; Optical receivers; Protocols; Very large scale integration;
Conference_Titel :
Advanced Research in VLSI, 1999. Proceedings. 20th Anniversary Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7695-0056-0
DOI :
10.1109/ARVLSI.1999.756056