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Time Series and Hidden Markov Models

J. Schuchhardt, J.C. Gruel, N. L�thje, L. Molgedey, G. Radons Neural Networks for the Classification of Sound Patterns; H.G. Schuster, in 'Applications of Neural Networks', S.239, Ed. H.G. Schuster, VCH Verlag, Weinheim, 1992.
G. Radons, J. D. Becker Recognizing and Simulating Neuronal Spike Patterns with Hidden Markov Models; in 'Mustererkennung 1993', Mustererkennung im Dienste der Gesundheit, Reihe: Informatik aktuell, S. 498, Ed. S.J. P�ppl, H. Handels, Springer Verlag, 1993.
G. Radons, J. D. Becker, B. D�lfer, J. Kr�ger Analysis, Classification, and Coding of Multielectrode Spike Trains with Hidden Markov Models; Biol. Cybernetics 71, 359 (1994).
V. Breuer, G. Radons Baum Welch Reestimation Formula for Coupled Sequential Machines; IEEE Trans. on Signal Processing 43, 1313 (1995).
V. Breuer, G. Radons Classification of Time-Series with Hidden Markov Models: Unsupervised Learning and Self-Organization. Phys. Rev. E 53, 3982 (1996).
G. Bondar, J.C. Stiller, J. Kr�ger, G. Radons Recognizing Saccades from Local Field Potentials in Monkey Visual Cortex., Proceedings of the 26th G�ttingen Neurobiology Conference, Vol. 2, N. Elsner, R: Wehner (Hrsg.), S. 482, Thieme-Verlag, Stuttgart, 1998.
J.C. Stiller, G. Radons, J. Kr�ger Learning of Relative Locations with Hidden Markov Models: Estimating the Direction of View. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), submitted August 1999.
J.C. Stiller, G. Radons On-line Estimation of Hidden Markov Models. IEEE Signal Processing Letters, 6 (8), p. 213, 1999.
J.C. Stiller, G. Radons On-line Estimation of Hidden Markov Models and Estimation with Low Memory Requirements. IEEE Trans. Signal Processing, submitted August 1999.
J.C. Stiller, G. Radons, J. Kr�ger, I. Porada Spike Sorting with Hidden Markov Models. Proceedings of the 1st G�ttingen Conference of the German Neuroscience Society, Vol 2, S. 492, N. Elsner, U. Eysel (Hrsg.), Thieme-Verlag, Stuttgart, 1999.