Neural Networks and Reservoir Computing
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Scope of this subject
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.
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Research vocabulary
reservoir computing; optical neural networks; optical computing; echo state networks; photonic neural networks; neuromorphic photonics; physical reservoir computing; photonic reservoir computing; quantum reservoir computing; all-optical computing; coherent Ising machine; liquid state machines; diffractive neural networks; optical associative memory; optoelectronic neural networks; all-optical neural networks; diffractive deep neural networks; echo state property; photonic neurons; optical reservoir computing; optical neuromorphic computing; diffractive optical neural networks; optical convolutional neural networks; photonic neuromorphic computing; photonic accelerators
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Numeric address and provenance
Morton address: 38285305329091803 · morton4x16-v1
Coordinates: (3, 17, 1702, 12611). The address interleaves categorical identifier bits. Nearby addresses are not guaranteed to describe semantically similar subjects.
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