Reconfigurable Activation Functions in Integrated Optical Neural Networks-Reference-Cited by-同舟云学术

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Reconfigurable Activation Functions in Integrated Optical Neural Networks

Published:2022-07 Issue:4 Volume:28 Page:1-13
ISSN:1077-260X
Container-title:IEEE Journal of Selected Topics in Quantum Electronics
language:
Short-container-title:IEEE J. Select. Topics Quantum Electron.

Author:

Rausell Campo Jose Roberto¹^ORCID,Perez-Lopez Daniel¹^ORCID

Affiliation:

1. Institute of Telecommunications and Multimedia Applications (ITEAM), Universitat Politècnica de València, Valencia, Spain

Funder

Secretara de Estado de Investigacin Desarrollo e Innovacin

Universitat Politcnica de Valncia

Horizon 2020 Framework Programme

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics

Link

http://xplorestaging.ieee.org/ielx7/2944/9502587/09763349.pdf?arnumber=9763349

Reference62 articles.

1. Improving deep neural networks using softplus units

2. Sigmoid-weighted linear units for neural network function approximation in reinforcement learning

3. Reconfigurable all-optical nonlinear activation functions for neuromorphic photonics

4. All-optical nonlinear activation function for photonic neural networks [Invited]

5. Adaptive sigmoid-like and PReLU activation functions for all-optical perceptron

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1. The impact of feature representation on the accuracy of photonic neural networks;APL Machine Learning;2024-09-01

2. An Enhanced Photonic Spiking Neural Network Based on the VCSEL-SA for Recognition and Classification;Journal of Lightwave Technology;2024-07-15

3. Enhancing the performance of coherent Ising machines in the large-noise regime with a fifth-order nonlinearity;Optics Express;2024-05-30

4. All-optical neural network nonlinear activation function based on the optical bistability within a micro-ring resonator;Optics Communications;2024-05

5. Application of a reconfigurable all-optical activation unit based on optical injection into a bistable Fabry–Perot laser in multilayer perceptron neural networks;Optics Letters;2024-02-21

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