On chip optical neural networks based on MMI microring resonators for image classification

On chip optical neural networks based on MMI microring resonators for image classification

We propose a new on-chip optical neural network (OONN) based on multimode interference-microring resonators (MMI-RRs). The suggested structure eliminates the need for wavelength division multiplexers (WDM) to create an optical neuron on a single chip. New microring resonator structure based on 4×4 M...

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Bibliographic Details
Main Authors: T.T. Bui, D.T. Le, T.H.L. Nguyen, T.T. Le
Format: Article
Language:English
Published: Samara National Research University 2023-08-01
Series:Компьютерная оптика
Subjects:
all-optical dot product
image processing
multimode interference coupler
optical convolutional neural networks
optical signal processing
microring resonators
silicon photonics
Online Access:https://computeroptics.ru/eng/KO/Annot/KO47-4/470410e.html

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https://computeroptics.ru/eng/KO/Annot/KO47-4/470410e.html

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