Free-Space Optical Neural Network Based on Optical Nonlinearity and Pooling Operations

Free-Space Optical Neural Network Based on Optical Nonlinearity and Pooling Operations

Despite various optical realizations of convolutional neural networks (CNNs), optical implementation of nonlinear activation functions and pooling operations are still challenging problems. In this regard, this paper proposes an optical saturable absorption nonlinearity and its atomic-level model, a...

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Bibliographic Details
Main Authors: Hoda Sadeghzadeh, Somayyeh Koohi, Ali Fele Paranj
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Optical computing
optical nonlinearity
optical pooling
photonic neural network
Online Access:https://ieeexplore.ieee.org/document/9585470/

Internet

https://ieeexplore.ieee.org/document/9585470/

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