Publications

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Hinaut, X., and P. F. Dominey, "On-Line Processing of Grammatical Structure Using Reservoir Computing", ICANN: International Conference on Artificial Neural Networks, pp. 596-603, 09/2012. Abstract
Hinaut, X., M. Petit, and P. F. Dominey, "Online Language Learning to Perform and Describe Actions for Human-Robot Interaction", Proceedings of the Post-Graduate Conference on Robotics and Development of Cognition, 2012. Abstract
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Jaeger, H., "Tutorial on training recurrent neural networks, covering {BPTT}, {RTRL}, {EKF} and the ``echo state network'' approach", GMD Report 159: German National Research Center for Information Technology, pp. 48 pp., 2002.
Jaeger, H., "Short term memory in echo state networks", GMD Report 152: German National Research Center for Information Technology, 2001.
Jaeger, H., "Reservoir Riddles: Sugggestions for Echo State Network Research (Extended Abstract of Invited Talk)", Proceedings of the International Joint Conference on Neural Networks, pp. 1460–1462, August, 2005.
Jaeger, H., and D. Eck, "Can't Get You Out of My Head: A Connectionist Model of Cyclic Rehearsal. ", In: I. Wachsmuth, G. Knoblich (eds.): Modeling Communication for Robots and Virtual Humans. : Springer LNAI 4930, pp. 310-335 , 2008.