SWITCHED-CAPACITOR NEUROMORPHS WITH WIDE-RANGE VARIABLE DYNAMICS

Citation
Jg. Elias et Dpm. Northmore, SWITCHED-CAPACITOR NEUROMORPHS WITH WIDE-RANGE VARIABLE DYNAMICS, IEEE transactions on neural networks, 6(6), 1995, pp. 1542-1548
Citations number
30
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Hardware & Architecture","Computer Science Theory & Methods
ISSN journal
10459227
Volume
6
Issue
6
Year of publication
1995
Pages
1542 - 1548
Database
ISI
SICI code
1045-9227(1995)6:6<1542:SNWWVD>2.0.ZU;2-1
Abstract
The use of switched capacitors as wide-range, programmable resistive e lements in spatially extensive artificial dendritic trees (ADT's) is d escribed. We show that silicon neuromorphs with ADT's can produce impu lse responses that last millions of times longer than the initiating i mpulse and that dynamical responses are tunable in both shape and dura tion over a wide range. The switched-capacitor resistors forming a den dritic tree are shown indirectly to have a useful programmable resista nce range between 500 K Omega and 1000 G Omega. Experimental results a re presented that show variable impulse response functions, tunable fr equency selectivity, and rate-invariance of spatiotemporal pattern res ponses.