6533b7cffe1ef96bd12596ec

RESEARCH PRODUCT

32×32 winner-take-all matrix with single winner selection

Pedro ZuccarelloFernando PardoA. De La PlazaJose Antonio Boluda

subject

Digital electronicsEngineeringArtificial neural networkbusiness.industryAmplifierHigh resolutionWinner-take-allMatrix (mathematics)Time responseElectronic engineeringElectrical and Electronic EngineeringbusinessAlgorithmSelection (genetic algorithm)

description

A 32 × 32 winner-take-all (WTA) matrix with single winner selection is introduced. A high-resolution gain-boosted regulated-cascode WTA circuit is used in a first competition stage. Because of the large number of competing cells the possibility of a multiple winners situation arises. A single winner is obtained by means of a digital inhibitory circuit following each WTA analogue amplifier. Simulations show that this mixed analogue-digital circuit achieves its objective with a current resolution of approximately 10 nA (0.8% of the maximum input current in the simulated case). A time response of ?s can be achieved.

https://doi.org/10.1049/el.2010.1963