TY - GEN
T1 - Multi-chip neuromorphic motion processing
AU - Higgins, Charles M.
AU - Koch, Christof
N1 - Publisher Copyright:
© 1999 IEEE.
PY - 1999
Y1 - 1999
N2 - 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.
AB - 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.
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U2 - 10.1109/ARVLSI.1999.756056
DO - 10.1109/ARVLSI.1999.756056
M3 - Conference contribution
AN - SCOPUS:84899010787
T3 - Proceedings - 20th Anniversary Conference on Advanced Research in VLSI, ARVLSI 1999
SP - 309
EP - 323
BT - Proceedings - 20th Anniversary Conference on Advanced Research in VLSI, ARVLSI 1999
A2 - DeWeerth, Stephen P.
A2 - Wills, D. Scott
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1999 Conference on Advanced Research in VLSI, ARVLSI 1999
Y2 - 21 March 1999 through 24 March 1999
ER -