We present a reduced-precision integrated photonic electronic multiply-accumulate (MAC) neuron with ADC-embedded nonlinearity. The proposed device trades off speed with resolution, outperforming both analog and digital electronic solutions in terms of speed and energy consumption.

A Codesigned Photonic Electronic MAC Neuron with ADC-Embedded Nonlinearity

De Marinis L.
;
Catania A.;Castoldi P.;Bruschi P.;Piotto M.;Andriolli N.
2021-01-01

Abstract

We present a reduced-precision integrated photonic electronic multiply-accumulate (MAC) neuron with ADC-embedded nonlinearity. The proposed device trades off speed with resolution, outperforming both analog and digital electronic solutions in terms of speed and energy consumption.
2021
978-1-943580-91-0
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11568/1114438
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