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About ACCESS2957245 Post Proof PDF
This document summarizes a research paper that surveys photonic neural networks. It discusses how photonic solutions can potentially improve the speed and energy efficiency of artificial neural networks compared to electronic implementations. The paper proposes a taxonomy of existing photonic neural network approaches, including multilayer perceptrons, convolutional neural networks, spiking neural networks, and reservoir computing. It also reviews specific training methods developed for photonic neural networks and discusses open challenges and promising future research directions in the field.
Detailed Information
| Author: | ['Javier Cruz'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 16 |
| Language: | English |
| Format: | |
| Price: | FREE |
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