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pcn

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Design of a predictive coding network chip and topology with a W&E design for a forwards-only, asynchronous analog substrate with local transpose and Sigma-Delta (leaky jug) update for on-chip learning

  • Updated Sep 25, 2026
  • Python

PCNchip applied to Spiking Neural Network data (GSC and Thor EEG) simple forwards-only, robust analog hardware design reaches about 4pp below Adam BPTT on SNNs with the 'leaky-jug' (sigmadelta or leaky accumulators) in multiple places in the design suggesing it is a prime component for physical implementations

  • Updated Sep 25, 2026
  • Python

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