Jg. Elias et Dpm. Northmore, SWITCHED-CAPACITOR NEUROMORPHS WITH WIDE-RANGE VARIABLE DYNAMICS, IEEE transactions on neural networks, 6(6), 1995, pp. 1542-1548
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.