Publications

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2006
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
Nikolic, D., S. Haeusler, W. Singer, and W. Maass, "Temporal dynamics of information content carried by neurons in the primary visual cortex", NIPS 2006: Advances in Neural Information Processing Systems, vol. 19: MIT Press, pp. 1041-1048, 2007, 2006. Abstract
Stouten, F., J. Duchateau, J-P. Martens, and P. Wambacq, Coping with disfluencies in Spontaneous Speech Recognition: acoustic detection and linguistic context manipulation, , 2006.
Kücükemre, A. U., Echo State Networks for Adaptive Filtering, : University of Applied Sciences Bonn-Rhein-Sieg, 2006. Abstract  Download: Kucukemre.pdf (1.11 MB)
Jaeger, H., "Generating exponentially many periodic attractors with linearly growing Echo State Networks", IUB technical report, vol. 3, pp. 1–26, 2006.
Kaske, A., and W. Maass, "A model for the interaction of oscillations and pattern generation with real-time computing in generic neural microcircuit models", Neural Networks, vol. 19, no. 5, pp. 600-609, 2006. Abstract
Dominey, P. F., M. Hoen, and T. Inui, "A Neurolinguistic Model of Grammatical Construction Processing", Journal of Cognitive Neuroscience, vol. 18, no. 12, pp. 2088-2107, 2006.
Maass, W., and H. Markram, "Theory of the computational function of microcircuit dynamics", Microcircuits: The Interface between Neurons and Global Brain Function, vol. 93, pp. 371-390, 2006.
Hoen, M., M. Pachot-Clouard, C. Segebarth, and P. F. Dominey, "When Broca experiences the Janus syndrome: an ER-fMRI study comparing sentence comprehension and cognitive sequence processing", Cortex, vol. 45, pp. 605-623, 2006. Abstract  Download: 
Ozturk, M. C., D. Xu, and J. C. Principe, "Analysis and Design of Echo State Networks", Neural Computation, vol. 19, pp. 111–138, 2006.
Bush, K. A., and C. W. Anderson, "Exploiting Iso-error Pathways in the N, k-plane to Improve Echo State Network Performance", Proceedings of the 2006 Conference of Neural Informations Processing Systems (submitted), 2006.
Eck, D., "Generating music sequences with an Echo State Network", NIPS 2006 workshop on Echo State Networks and liquid state machines, 2006.
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
Skowronski, M. D., and J. G. Harris, "Minimum mean squared error time series classification using an echo state network prediction model", IEEE International Symposium on Circuits and Systems, 2006.
Verstraeten, D., B. Schrauwen, and D. Stroobandt, "Reservoir-based techniques for speech recognition", Proceedings of the World Conference on Computational Intelligence, pp. 1050-1053, 2006.
Defour, J., Spraakherkenning met reservoir computing, : Universiteit Gent, 2006.
Frank, S. L., "Strong Systematicity in Sentence Processing by an Echo State Network", Proceedings of the International Conference on Artificial Neural Networks, 2006.
Buehner, M., and P. Young, "A Tighter Bound for the Echo State Property", Neural Networks, IEEE Transactions on, vol. 17, no. 3, pp. 820-824, 2006.
2005
Verstraeten, D., B. Schrauwen, and D. Stroobandt, "Isolated word recognition using a Liquid State Machine", Proceedings of the 13th European Symposium on Artificial Neural Networks (ESANN), Evere, D-side Publications, pp. 435–440, May, 2005.
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.
Verstraeten, D., B. Schrauwen, and J V. Campenhout, "Recognition of Isolated Digits using a Liquid State Machine", Proceedings of SPS-DARTS 2005, pp. 135–138, April, 2005.
Maass, W., P. Joshi, and E. D. Sontag, "Principles of real-time computing with feedback applied to cortical microcircuit models", NIPS 2005: Advances in Neural Information Processing Systems, vol. 18, Cambridge, MA, MIT Press, pp. 835–842, 2006, 2005. Abstract
Schiller, U. D., and J. J. Steil, "Analyzing the weight dynamics of recurrent learning algorithms", Neurocomputing, vol. 63C, pp. 5-23, 2005.
Natschlaeger, T., and W. Maass, "Dynamics of information and emergent computation in generic neural microcircuit models", Neural Networks, vol. 18, no. 10, pp. 1301-1308, 2005. Abstract
Dominey, P. F., "Emergence of grammatical constructions: Evidence from simulation and grounded agent experiments", Connection Science, vol. 17, no. 3-4: Taylor & Francis, pp. 289–306, 2005.  Download: Dominey2005b.pdf (1.3 MB)