Research Explorer

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Project

ORGANIC: Self-organized recurrent neural learing for language processing

Outputs and Outcomes

Publications

Continuous digit recognition in noise: reservoirs can do an excellent job!

Azarakhsh JalalvandFabian TriefenbachJean-Pierre Martens

Learning slow features with reservoir computing for biologically-inspired robot localization

Eric AntoneloBenjamin Schrauwen

A1 Journal Article in NEURAL NETWORKS

Connected digit recognition by means of Reservoir Computing

Azarakhsh JalalvandFabian TriefenbachDavid VerstraetenJean-Pierre Martens

Phoneme recognition with large hierarchical reservoirs

Fabian TriefenbachAzarakhsh JalalvandBenjamin SchrauwenJean-Pierre Martens

Memory in linear recurrent neural networks in continuous time

Michiel HermansBenjamin Schrauwen

A1 Journal Article in NEURAL NETWORKS

Fast and exact simulation methods applied on a broad range of neuron models

Michiel D'HaeneBenjamin Schrauwen

A1 Journal Article in NEURAL COMPUTATION