Publications

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Bertschinger, N., and T. Natschläger, "Real-time computation at the edge of chaos in recurrent neural networks", Neural Computation, vol. 16, no. 7, Cambridge, MA, USA, MIT Press, pp. 1413–1436, 2004.
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Frank, S. L., "Learn more by training less: systematicity in sentence processing by recurrent networks", Connection Science, vol. 18, no. 3: Taylor & Francis, pp. 287–302, 2006. Abstract
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Hinaut, X., and P. F. Dominey, "A three-layered model of primate prefrontal cortex encodes identity and abstract categorical structure of behavioral sequences", Journal of Phisiology - Paris, vol. 105, no. 1-3, pp. 16-24, 2011. Abstract
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Jaeger, H., Adaptive nonlinear system identification with echo state networks, : MIT Press Cambridge, MA, pp. 593–600, 2003.
Jaeger, H., Discovering multiscale dynamical features with hierarchical Echo State Networks, : Jacobs University Bremen, 2007.
Jaeger, H., "Generating exponentially many periodic attractors with linearly growing Echo State Networks", IUB technical report, vol. 3, pp. 1–26, 2006.
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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Kücükemre, A. U., Echo State Networks for Adaptive Filtering, : University of Applied Sciences Bonn-Rhein-Sieg, 2006. Abstract
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Lukoševičius, M., D. Popovici, H. Jaeger, and U. Siewert, Time warping invariant echo state networks, , no. 2: Jacobs University Bremen, May, 2006.
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Prokhorov, D., "Echo state networks: Appeal and challenges", Proc. of International Joint Conference on Neural Networks, pp. 1463–1466, 2005.
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Siewert, U., and W. Wustlich, Echo-State Networks with Band-Pass Neurons: Towards Generic Time-Scale-Independent Reservoir Structures, , Raben-Steinfeld, Germany, Planet intelligent systems GmbH, October, 2007.