Neuromorphic Photonic Integrated Circuits

This paper reviews some recent progress in the field of neuromorphic photonics, with a particular focus on scalability. We provide a framework for understanding the underlying models, and demonstrate a neuron-like processing device-an excitable laser-that has many favorable properties for integratio...

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Bibliographic Details
Published in:IEEE journal of selected topics in quantum electronics 2018-11, Vol.24 (6), p.1-15
Main Authors: Hsuan-Tung Peng, Nahmias, Mitchell A., de Lima, Thomas Ferreira, Tait, Alexander N., Shastri, Bhavin J.
Format: Article
Language:English
Subjects:
Bifurcation
Computational modeling
excitability
Laser excitation
Laser modes
multiple-accumulate (MAC)
neural networks
neuromorphic computing
neuromorphic photonics
Neuromorphics
Neurons
optoelectronics
photonic integrated circuits (PICs)
Photonics
recurrent network
Semiconductor lasers
spiking neural networks (SNNs)
wavelength-divison multiplexing (WDM)
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