Reservoir computing

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Sequence learning Synaptic plasticity Neural networks Dynamical system Liquid-state machines

13 related topics

Overview

Computation Recurrent neural networks Perceptron Reaction–diffusion system Alan Turing

20 related topics

Classical reservoir computing

Network layer Linear regression Ridge regression

3 related topics

Quantum reservoir computing

Neuromorphic computing

1 related topics

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Overview

Computation
Recurrent neural networks Recurrent neural network
Perceptron
Reaction–diffusion system
Alan Turing
Morphogenesis
Reverberate Reverberation
Deep learning
Continuous variable quantum systems Continuous-variable quantum information
Decoherence Quantum decoherence
Quantum computing
Quantum harmonic oscillators Quantum harmonic oscillator
Optical parametric processes Optical parametric oscillator
Measurement back-action Measurement in quantum mechanics
Optical field
Molecular solid
Electromagnetic radiation
Resonance
Nuclear spins Spin (physics)
Noisy intermediate-scale quantum NISQ era

History

Sequence learning
Synaptic plasticity
Neural networks Neural network
Dynamical system
Liquid-state machines Liquid state machine
Echo-state networks Echo state network
Information theory
Quantum neural networks
Random kitchen sink Random kitchen sink?action=edit&redlink=1
Extreme learning machines Extreme learning machine
Time-series Time series
Chaotic Chaos theory
Networks Network theory

Classical reservoir computing

Quantum reservoir computing

Neuromorphic computing

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Map overview Semantic statistics

Nodes42

Edges41

Triples33

Avg. degree1.95

Density0.047619

Components1

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Reservoir computing

Top relations

related to Further reading · 14

Reservoir computing → Applications, Eds, Ingo Fischer, ISBN, Machine, Models, Nakajima, Nature Communications, Neural Computation, Optics Express, Physical Implementations, Scientific Reports February, Springer, Theory

related to history · 6

Reservoir computing → However, In, It, Overall, Reservoir, The

related to Reservoir · 5

Reservoir computing → Physical, RC, Reservoirs, The, Virtual

is a · 2

Reservoir computing → framework for computation derived from recurrent neural network theory that maps input signals into higher dimensional computational spaces through the dynamics of a fixed, internal structure of the computer

related to Quantum reservoir computing · 2

Reservoir computing → Quantum, The

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Important terminology

reservoir computing quantum neural networks readout input network recurrent dynamics state system computation computers reservoirs systems nonlinear learning linear trained

Entity relationships Subject–Predicate–Object triples

Subject	Predicate	Object	Confidence	Src
Reservoir computing	is a	framework for computation derived from recurrent neural network theory that maps input signals into higher dimensional computational spaces through the dynamics of a fixed	0.90	text
Reservoir computing	is a	internal structure of the computer	0.90	text
recurrent neural networks	instance of	It is a generalisation of earlier neural network architectures	0.80	text
liquid-state machines	instance of	It is a generalisation of earlier neural network architectures	0.80	text
echo-state networks	instance of	It is a generalisation of earlier neural network architectures	0.80	text
a linear regression or a Ridge regression	instance of	and by utilizing a training method	0.80	text
Reservoir computing	related to Further reading	Nature Communications	0.60	section
Reservoir computing	related to Further reading	Scientific Reports February	0.60	section
Reservoir computing	related to Further reading	Optics Express	0.60	section
Reservoir computing	related to Further reading	Models	0.60	section
Reservoir computing	related to Further reading	Machine	0.60	section
Reservoir computing	related to Further reading	Neural Computation	0.60	section

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History

Overview

Classical reservoir computing

Quantum reservoir computing

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Overview

History

Classical reservoir computing

Quantum reservoir computing

Advanced semantic analysis

Map overview Semantic statistics

Reservoir computing

How this topic connects Entity context

Reservoir computing

Top relations

Important terminology Word statistics

Important terminology

Entity relationships Subject–Predicate–Object triples

Related concept clusters Concept neighborhoods

Connections between topic areas Semantic bridges