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TypePostAuthorRepliesLast updated
Research GroupReservoir Lab, Ghent University, Belgium admin02 years 17 weeks ago
BiblioEcho State Networks for Adaptive Filtering admin05 years 10 weeks ago
WikiBookWelcome! admin05 years 24 weeks ago
BiblioDiscovering multiscale dynamical features with hierarchical Echo State Networks admin05 years 27 weeks ago
BiblioReservoir Computing Architectures for Modeling Robot Navigation Systems admin05 years 40 weeks ago
BiblioLearning Slow Features with Reservoir Computing for Biologically-inspired Robot Localization admin05 years 40 weeks ago
BiblioOn Computational Power and the Order-Chaos Phase Transition in Reservoir Computing admin06 years 3 weeks ago
BiblioAdaptive nonlinear system identification with echo state networks admin06 years 23 weeks ago
BiblioReservoir Riddles: Sugggestions for Echo State Network Research (Extended Abstract of Invited Talk) admin06 years 23 weeks ago
BiblioOptimization and applications of echo state networks with leaky-integrator neurons admin06 years 23 weeks ago
BiblioGenerating exponentially many periodic attractors with linearly growing Echo State Networks admin06 years 23 weeks ago
BiblioTutorial on training recurrent neural networks, covering {BPTT}, {RTRL}, {EKF} and the ``echo state network'' approach admin06 years 23 weeks ago
BiblioHarnessing nonlinearity: predicting chaotic systems and saving energy in wireless telecommunication admin06 years 23 weeks ago
BiblioShort term memory in echo state networks admin06 years 23 weeks ago
Research GroupThe MINDS research group at Jacobs University Bremen, Germany admin06 years 26 weeks ago
PageTutorial PDF admin06 years 28 weeks ago
BiblioTime warping invariant echo state networks admin06 years 40 weeks ago
BiblioFast and exact simulation methods applied on a broad range of neuron models admin06 years 41 weeks ago
BiblioModular reservoir computing networks for imitation learning of multiple robot behaviors admin06 years 41 weeks ago
BiblioTowards Autonomous Self-localization of Small Mobile Robots using Reservoir Computing and Slow Feature Analysis admin06 years 41 weeks ago
BiblioSupervised Learning of Internal Models for Autonomous Goal-oriented Robot Navigation using Reservoir Computing admin06 years 41 weeks ago
BiblioA hierarchy of recurrent networks for speech recognition admin06 years 41 weeks ago
BiblioUnsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots admin07 years 20 weeks ago
Benchmark resultRC-SFA admin07 years 20 weeks ago
BenchmarkPlace cell learning admin07 years 20 weeks ago