Publications

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J
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 and control with generic neural microcircuits", BioADIT 2004, Lecture Notes in Computer Science, Lausanne, Springer, 2004. Abstract
Joshi, P., and W. Maass, "Movement generation with circuits of spiking neurons", Neural Computation, vol. 17, no. 8, pp. 1715-1738, 2005. 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)
Legenstein, R., H. Markram, and W. Maass, "Input prediction and autonomous movement analysis in recurrent circuits of spiking neurons", Reviews in the Neurosciences (Special Issue on Neuroinformatics of Neural and Artificial Computation), vol. 14, no. 1-2, pp. 5-19, 2003. Abstract