Publications

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2002
Otterpohl, J. R. Baum-Welch learning in discrete Hidden Markov models with linear factorial constraints. ICANN 2002: Artificial Neural Networks, International Conference, Madrid (ed. Dorronsoro, J. R.) 2415, 1180–1185 (Springer, 2002).
Otterpohl, J. R. & Pawelzik, K. R. Iterative population decoding based on prior beliefs. ICANN 2002: Artificial Neural Networks, International Conference, Madrid (ed. Dorronsoro, J. R.) 2415, 229–234 (Springer, 2002).
Otterpohl, J. R. & Pawelzik, K. R. FENS 2002: Paris (ed. Everitt, B.) 1, A083.14 (Blackwell Publishing, 2002).
2001
Otterpohl, J. R. & Pawelzik, K. R. Soc. Neuroscience Abstract 2001 27, 722.25 (2001).
Otterpohl, J. R., Trenner, D. & Pawelzik, K. R. Proceedings of the 28th Göttingen Neurobiology Conference (eds. Elsner, N. & Kreutzberg, G. W.) 246 (Georg Thieme Verlag, Stuttgart, 2001).
Otterpohl, J. R., Emmert-Streib, F. & Pawelzik, K. R. A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeons. Neurocomputing 38-40, 1495–1501 (2001).
2000
Otterpohl, J. R. & Pawelzik, K. R. {Constrained HMMś and their relation to factorial HMMś. (2000).
Otterpohl, J. R., Haynes, J. D., Emmert-Streib, F., Vetter, G. & Pawelzik, K. R. Extracting the dynamics of perceptual switching from \"noisy\" behavior: An application of Hidden Markov modeling to pecking data from pigeons. Journal of Physiology, Paris 94 (5-6), 555–567 (2000).
Otterpohl, J. R., Haynes, J. D., Emmert-Streib, F., Vetter, G. & Pawelzik, K. R. A stochastic model for the estimation of perceptual switching events in pigeons. European Journal of Neuroscience 74 (2000).