Adapting reservoirs to get Gaussian distributions

ESANN 2007 Proceedings - 15th European Symposium on Artificial Neural Networks

Volumn , Issue , 2007, Pages 495-500

  Verstraeten, David ^a   Schrauwen, Benjamin ^a   Stroobandt, Dirk ^a  

^a GHENT UNIVERSITY   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION CONTENTS; ON-LINE ADAPTATION;

NEURAL NETWORKS;

GAUSSIAN DISTRIBUTION;

EID: 58349086449     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. H. Jaeger. The "echo state" approach to analysing and training recurrent neural networks. Technical Report GMD Report 148, German National Research Center for Information Technology, 2001.
2. David Verstraeten, Benjamin Schrauwen, Michiel D'Haene, and Dirk Stroobandt. A unifying comparison of reservoir computing methods. Neural Networks, 2007. submitted.
3. D. Verstraeten, B. Schrauwen, and D. Stroobandt. Reservoir-based techniques for speech recognition. In Proceedings of WCCI, 2006.
4. J. Triesch. Synergies between intrinsic and synaptic plasticity mechanisms. Neural Computation, in press, 2007.
5. Jochen Steil. Online reservoir adaptation by intrinsic plasticity for backpropagation- decorrelation and echo state learning. Submitted to Neural Networks: special issue on Reservoir Computing, 2006.