Publications

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Vreeken, J., On real-world temporal pattern recognition using Liquid State Machines, : Institute for Information and Computing Sciences, Utrecht University, Submitted.
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Waegeman, T., E. Antonelo, F. wyffels, and B. Schrauwen, "Modular reservoir computing networks for imitation learning of multiple robot behaviors", Proc. of the IEEE Int. Symp. on Computational Intelligence in Robotics and Automation (CIRA), 2009.  Download: p27.pdf (2.34 MB)
wyffels, F., B. Schrauwen, D. Verstraeten, and D. Stroobandt, "Band-pass reservoir computing", Proceedings of the International Joint Conference on Neural Networks, Hong Kong, pp. 3203-3208, 6, 2008.
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Xue, Y., L. Yang, and S. Haykin, "Decoupled Echo State Networks With Lateral Inhibition", Neural Networks, IEEE Transactions on, vol. 10, no. 10, 2007.
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Yamazaki, T., and S. Tanaka, "The cerebellum as a liquid state machine", Neural Networks, vol. 20, pp. 290-297, 2007.
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