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Adaptive CMOS: From Biological Inspiration to Systems-on-a-Chip
- PROCEEDINGS OF THE IEEE
, 2002
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Learning Spike-Based Correlations and Conditional Probabilities in Silicon
- in Advances in Neural Information Processing Systems 14
, 2001
"... We have designed and fabricated a VLSI synapse that can learn a conditional probability or correlation between spike-based inputs and feedback signals. The synapse is low power, compact, provides nonvolatile weight storage, and can perform simultaneous multiplication and adaptation. We can calibrate ..."
Abstract
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Cited by 5 (3 self)
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We have designed and fabricated a VLSI synapse that can learn a conditional probability or correlation between spike-based inputs and feedback signals. The synapse is low power, compact, provides nonvolatile weight storage, and can perform simultaneous multiplication and adaptation. We can calibrate arrays of synapses to ensure uniform adaptation characteristics. Finally, adaptation in our synapse does not necessarily depend on the signals used for computation.
