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Optimal reservoir computers for nonlinear systems of varying complexity
Pauliina Kärkkäinen
Department of Computer Science
Research output
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Thesis
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Licenciate's thesis
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Dive into the research topics of 'Optimal reservoir computers for nonlinear systems of varying complexity'. Together they form a unique fingerprint.
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Engineering
Complexity
100%
Computer
100%
Engineering
33%
Fractal Dimension
33%
High Value
33%
Inspection
33%
Network Topology
33%
Nodes
66%
Non-Linear Dynamics
66%
Nonlinear System
100%
Optimization
66%
Performance
100%
Prediction
33%
Real World
33%
Recurrent
33%
Recursive
33%
Surrogate Model
66%
Computer Science
Chaotic Systems
20%
Complex System
20%
Complexity
100%
Computer
100%
Dynamical System
20%
Models
40%
Network Topology
20%
Nonlinear System
100%
Real World
20%
Target System
20%
Topology
100%
Transitions
20%
Physics
Chaos
16%
Computers
100%
Differences
16%
Dimensions
33%
Dynamical System
16%
Fractal
16%
Networks
16%
Optimization
33%
Performance
50%
Targets
16%
Topology
100%
Value
16%
World
16%
Mathematics
Bayesian Optimization
16%
Dynamical System
16%
Fractal Dimension
16%
Nonlinear
33%
Prediction
16%
Topology
100%