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Opportunities for integrated photonic neural networks
2020
Nanophotonics
AbstractPhotonics offers exciting opportunities for neuromorphic computing. This paper specifically reviews the prospects of integrated optical solutions for accelerating inference and training of artificial neural networks. Calculating the synaptic function, thereof, is computationally very expensive and does not scale well on state-of-the-art computing platforms. Analog signal processing, using linear and nonlinear properties of integrated optical devices, offers a path toward substantially
doi:10.1515/nanoph-2020-0297
fatcat:cfkpayw6jrf6riqb26woyi7yfu