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TypePostAuthorRepliesLast updated
Research GroupReservoir Lab, Ghent University, Belgium admin01 year 49 weeks ago
BiblioEcho State Networks for Adaptive Filtering admin04 years 42 weeks ago
WikiBookWelcome! admin05 years 4 weeks ago
BiblioDiscovering multiscale dynamical features with hierarchical Echo State Networks admin05 years 7 weeks ago
BiblioReservoir Computing Architectures for Modeling Robot Navigation Systems admin05 years 19 weeks ago
BiblioLearning Slow Features with Reservoir Computing for Biologically-inspired Robot Localization admin05 years 19 weeks ago
BiblioOn Computational Power and the Order-Chaos Phase Transition in Reservoir Computing admin05 years 35 weeks ago
BiblioAdaptive nonlinear system identification with echo state networks admin06 years 2 weeks ago
BiblioReservoir Riddles: Sugggestions for Echo State Network Research (Extended Abstract of Invited Talk) admin06 years 2 weeks ago
BiblioOptimization and applications of echo state networks with leaky-integrator neurons admin06 years 2 weeks ago
BiblioGenerating exponentially many periodic attractors with linearly growing Echo State Networks admin06 years 2 weeks ago
BiblioTutorial on training recurrent neural networks, covering {BPTT}, {RTRL}, {EKF} and the ``echo state network'' approach admin06 years 2 weeks ago
BiblioHarnessing nonlinearity: predicting chaotic systems and saving energy in wireless telecommunication admin06 years 2 weeks ago
BiblioShort term memory in echo state networks admin06 years 2 weeks ago
Research GroupThe MINDS research group at Jacobs University Bremen, Germany admin06 years 6 weeks ago
PageTutorial PDF admin06 years 7 weeks ago
BiblioTime warping invariant echo state networks admin06 years 20 weeks ago
BiblioFast and exact simulation methods applied on a broad range of neuron models admin06 years 20 weeks ago
BiblioModular reservoir computing networks for imitation learning of multiple robot behaviors admin06 years 20 weeks ago
BiblioTowards Autonomous Self-localization of Small Mobile Robots using Reservoir Computing and Slow Feature Analysis admin06 years 20 weeks ago
BiblioSupervised Learning of Internal Models for Autonomous Goal-oriented Robot Navigation using Reservoir Computing admin06 years 20 weeks ago
BiblioA hierarchy of recurrent networks for speech recognition admin06 years 20 weeks ago
BiblioUnsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots admin07 years 10 hours ago
Benchmark resultRC-SFA admin07 years 10 hours ago
BenchmarkPlace cell learning admin07 years 11 hours ago