article Open AccessTop 1% cited
Deep reservoir computing: A critical experimental analysis
Neurocomputing · 2017 · Vol. 268 · pp. 87–99
Claudio Gallicchio✉(University of Pisa)Alessio Micheli(University of Pisa)Luca Pedrelli(University of Pisa)
Neural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingNeural dynamics and brain functionReservoir computingComputer scienceRecurrent neural networkHierarchyArtificial intelligenceImplementationBridging (networking)Entropy (arrow of time)Representation (politics)Memory hierarchy
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Recent advances in physical reservoir computing: A review
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References
Optimization and applications of echo state networks with leaky- integrator neurons
Neural Networks · 2007 · 911 citations
An experimental unification of reservoir computing methods
Neural Networks · 2007 · 1,105 citations
Deep learning in neural networks: An overview
Neural Networks · 2014 · 17,774 citations
Deep learning
Nature · 2015 · 79,164 citations
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Recent advances in physical reservoir computing: A review
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