Optics for AI and AI for Optics

Optics for AI and AI for Optics

Artificial intelligence is deeply involved in our daily lives via reinforcing the digital transformation of modern economies and infrastructure. It relies on powerful computing clusters, which face bottlenecks of power consumption for both data transmission and intensive computing. Meanwhile, optics...

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Bibliografiske detaljer
Andre forfattere: Wei, Jinlong (Editor), Tao Lau, Alan Pak (Editor), Yi, Lilin (Editor), Giacoumidis, Elias (Editor), Cheng, Qixiang (Editor)
Format: Book Chapter
Udgivet: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020
Fag:
History of engineering & technology
light emitting diode
nonlinearity estimation and compensation
probabilistic Bayesian learning
visible light communication
digital signal processing
support vector machines
BCSVM
nonlinear equalization
coherent detection
k-nearest neighbor algorithm
modulation format identification
OSNR monitoring
neural networks
optical communications
optimization
equalizer
tap estimation
optical Fast-OFDM
nonlinearity compensation
optical fiber communications
chromatic dispersion
short-reach communication
neural network
hybrid signal processing
fiber optics communications
coherent communications
machine learning
clustering
nonlinearity cancellation
entanglement
charge qubit
position-based semiconductor qubits
cryogenic technologies
semiconductor photon communication
Jaynes-Cummings-Hubbard formalism
deep neural networks
volterra equalization
nonlinear systems
coherent optical communication
passive optical networks
nonlinear compensation
optical transmission
optical networks
artificial intelligence
quality of transmission
optical performance monitoring
failure management
artificial neural networks
deep neural network
image classification
photonic integrated circuits
semiconductor optical amplifiers
photonic neural network
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