Adaptive Neural Networks Using MOS Charge Storage

Schwartz, Daniel B., Howard, R. E., Hubbard, Wayne E.

Neural Information Processing Systems 

However, to achieve the full power of a VLSI implementation of an adaptive algorithm, the learning operation must built into the circuit. We have fabricated and tested a circuit ideal for this purpose by connecting a pair of capacitors with a CCD like structure, allowing for variable size weight changes as well as a weight decay operation. A 2.51-' CMOS version achieves better than 10 bits of dynamic range in a 140/'

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