专题:Neural Networks and Reservoir Computing

This cluster of papers focuses on the application of photonic reservoir computing for neural computation, machine learning, and information processing. It explores the use of semiconductor lasers, neuromorphic photonics, and optical neural networks, as well as the implementation of echo state networks and nonlinear dynamics in photonic systems.
最新文献
Sub-nanosecond all-optically reconfigurable photonics in optical fibres

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Advancing spatio-temporal processing through adaptation in spiking neural networks

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Nonlinear inference capacity of fiber-optical extreme learning machines

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Exploring the Synergy Between Neuro-Inspired Algorithms and Quantum Computing in Machine Learning

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High‐Precision Multibit Opto‐Electronic Synapses Based on ReS2/h‐BN/Graphene Heterostructure for Energy‐Efficient and High‐Accuracy Neuromorphic Computing

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Hypermultiplexed integrated photonics–based optical tensor processor

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Variational approach to photonic quantum circuits via the parameter shift rule

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MetaSeeker: sketching an open invisible space with self-play reinforcement learning

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Efficient off-chip configuration method for scalable programmable photonic integrated circuits

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Emerging Negative Photoconductivity Effect‐Based Synaptic Device for Optoelectronic In‐Sensor Computing

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近5年高被引文献
Photonics for artificial intelligence and neuromorphic computing

article Full Text OpenAlex 1362 FWCI128.185

Parallel convolutional processing using an integrated photonic tensor core

article Full Text OpenAlex 1344 FWCI132.18

11 TOPS photonic convolutional accelerator for optical neural networks

article Full Text OpenAlex 1213 FWCI120.86

Quantum computational advantage with a programmable photonic processor

article Full Text OpenAlex 767 FWCI95.115

Review of Silicon Photonics Technology and Platform Development

article Full Text OpenAlex 667 FWCI45.983

Opportunities for neuromorphic computing algorithms and applications

article Full Text OpenAlex 667 FWCI62.765

Programmable quantum simulations of spin systems with trapped ions

article Full Text OpenAlex 650 FWCI60.596

A quantum processor based on coherent transport of entangled atom arrays

article Full Text OpenAlex 560 FWCI70.39

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit

article Full Text OpenAlex 522 FWCI49.609

Deep physical neural networks trained with backpropagation

article Full Text OpenAlex 515 FWCI63.578