Time Series and Hidden Markov Models

J. Schuchhardt, J.C. Gruel, N. Lüthje, 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. Pöppl, H. Handels, Springer Verlag, 1993.
G. Radons, J. D. Becker, B. Dülfer, J. Krüger	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. Krüger, G. Radons	Recognizing Saccades from Local Field Potentials in Monkey Visual Cortex., Proceedings of the 26th Göttingen Neurobiology Conference, Vol. 2, N. Elsner, R: Wehner (Hrsg.), S. 482, Thieme-Verlag, Stuttgart, 1998.
J.C. Stiller, G. Radons, J. Krüger	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. Krüger, I. Porada	Spike Sorting with Hidden Markov Models. Proceedings of the 1st Göttingen Conference of the German Neuroscience Society, Vol 2, S. 492, N. Elsner, U. Eysel (Hrsg.), Thieme-Verlag, Stuttgart, 1999.