Publications

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J
Jaeger, H., "Echo state network", Scholarpedia, vol. 2, no. 9, pp. 2330, 2007.
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.
Jones, B., D. Stekel, J. Rowe, and C. Fernando, "Is there a Liquid State Machine in the Bacterium Escherichia Coli?", IEEE Symposium on Artificial Life, 2007 (ALIFE '07), pp. 187-191, 2007.
Joshi, P., and W. Maass, "Movement generation with circuits of spiking neurons", Neural Computation, vol. 17, no. 8, pp. 1715-1738, 2005. Abstract
Joshi, P., and W. Maass, "Movement generation and control with generic neural microcircuits", BioADIT 2004, Lecture Notes in Computer Science, Lausanne, Springer, 2004. Abstract
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Klampfl, S., and W. Maass, "Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks", NIPS 2009: Advances in Neural Information Processing Systems, vol. 22: MIT Press, 2010, 2009. Abstract
Klampfl, S., R. Legenstein, and W. Maass, "Information bottleneck optimization and independent component extraction with spiking neurons", NIPS 2006: Advances in Neural Information Processing Systems, vol. 19: MIT Press, pp. 713-720, 2007, 2006. Abstract
Kücükemre, A. U., Echo State Networks for Adaptive Filtering, : University of Applied Sciences Bonn-Rhein-Sieg, 2006. Abstract  Download: Kucukemre.pdf (1.11 MB)
Kulkarni, M., and C. Teuscher, "Memristor-based Reservoir Computing", Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH'12), pp. 226–232, 2012.
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Lallée, S., F. Warneken, and P. F. Dominey, "Learning to Collaborate by Observation ", IEEE Humanoids Workshop on developmental psychology contributions to cooperative human robot interaction, 2009. Abstract  Download: Humanoids2009vLalleWarnekenDominey.pdf (805.03 KB)
Lallée, S., F. Warneken, and P. F. Dominey, "Learning to Collaborate by Observation", International Conference on Epigenetic Robotics, 2009. Abstract  Download: LWDepirob092pages.pdf (129.25 KB)