articleTop 1% cited
Optimization and applications of echo state networks with leaky- integrator neurons
Neural Networks · 2007 · Vol. 20(3) · pp. 335–352
Herbert Jaeger✉(Constructor University)Mantas Lukoševičius(Constructor University)Dan Popovici(Constructor University)Udo Siewert(Planet)
Neural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingNeural Networks and ApplicationsSigmoid functionComputer scienceIntegratorEcho (communications protocol)Double integratorStability (learning theory)Gradient descentEcho state networkState (computer science)Series (stratigraphy)
MeSH terms
AnimalsFeedbackHumansLearningModels, NeurologicalNerve NetNeuronsStochastic ProcessesNeural Networks, ComputerNonlinear DynamicsRecognition, Psychology
Citations
911
FWCI
30.65
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References
34
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References
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
Neural Computation · 2002 · 3,940 citations
A tutorial on hidden Markov models and selected applications in speech recognition
Proceedings of the IEEE · 1989 · 22,616 citations
On combining classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 5,240 citations
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