An asynchronous parallel neuromorphic ADC architecture

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Abstract

A new parallel ADC architecture is presented which makes use of neuromorphic principles to be fast, accurate, and robust to noise and circuit mismatch. The architecture uses spiking integrate-and-fire neurons as base elements, with lateral inhibition to decohere the parallel pathways, and alternate on-and off-triggered paths to maintain a constant spike rate. Results from a proof-of-concept circuit reinforce the analytical conclusion that this circuit can make a practical ADC. © 2012 IEEE.

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Tapson, J., & Van Schaik, A. (2012). An asynchronous parallel neuromorphic ADC architecture. In ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems (pp. 2409–2412). https://doi.org/10.1109/ISCAS.2012.6271783

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