Identification of nonstationary dynamics in physiological recordings
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Klaus-Robert Müller | Klaus Pawelzik | Jens Kohlmorgen | Jörn Rittweger | K. Müller | J. Kohlmorgen | K. Pawelzik | J. Rittweger
[1] Klaus-Robert Müller,et al. Analysis of switching dynamics with competing neural networks , 1995 .
[2] A. Rechtschaffen,et al. A manual of standardized terminology, technique and scoring system for sleep stages of human subjects , 1968 .
[3] James D. Hamilton. Time Series Analysis , 1994 .
[4] Klaus Pawelzik,et al. Hidden Markov mixtures of experts with an application to EEG recordings from sleep , 1999 .
[5] Athanasios Kehagias,et al. Time-Series Segmentation Using Predictive Modular Neural Networks , 1997, Neural Computation.
[6] James P. Crutchfield,et al. Geometry from a Time Series , 1980 .
[7] M Lambertz,et al. Reticular formation of the lower brainstem. A common system for cardiorespiratory and somatomotor functions: discharge patterns of neighboring neurons influenced by somatosensory afferents. , 1983, Journal of the autonomic nervous system.
[8] Klaus-Robert Müller,et al. Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics , 1996, Neural Computation.
[9] Klaus Pawelzik,et al. Segmentation and Identification of Switching Dynamics with Competing Neural Networks , 1994 .
[10] H M Praetorius,et al. Adaptive segmentation of EEG records: a new approach to automatic EEG analysis. , 1977, Electroencephalography and clinical neurophysiology.
[11] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[12] E. Wolpert. A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. , 1969 .
[13] T. Bohlin. Analysis of EEG signals with changing spectra using a short-word Kalman estimator , 1977 .
[14] K. Pawelzikzy,et al. Improving Short-term Prediction with Competing Experts , 1995 .
[15] Andreas S. Weigend,et al. Taking time seriously: hidden Markov experts applied to financial engineering , 1997, Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering (CIFEr).
[16] F. Takens. Detecting strange attractors in turbulence , 1981 .
[17] J. S. Barlow,et al. Computerized EEG pattern classification by adaptive segmentation and probability density function classification. Clinical evaluation. , 1985, Electroencephalography and clinical neurophysiology.
[18] Steven J. Nowlan,et al. Mixtures of Controllers for Jump Linear and Non-Linear Plants , 1993, NIPS.
[19] Yoshua Bengio,et al. An Input Output HMM Architecture , 1994, NIPS.
[20] K. Pawelzikzy,et al. Analysing Physiological Data from the Wake-sleep State Transition with Competing Predictors , 1995 .
[21] G. Micheletti,et al. Brainstem Control of Wakefulness and Sleep, M Steriade, RW McCarley. Plenum, San Diego (1990), 1 vol, 499 p. , 1994 .
[22] J Rittweger,et al. Common slow modulation of respiration, arterial blood pressure and cortical activity during sleep onset while napping. , 1999, Clinical physiology.
[23] Kaneko,et al. Chaotic but regular posi-nega switch among coded attractors by cluster-size variation. , 1989, Physical review letters.
[24] Geoffrey E. Hinton,et al. Adaptive Mixtures of Local Experts , 1991, Neural Computation.
[25] Ashok N. Srivastava,et al. Nonlinear gated experts for time series: discovering regimes and avoiding overfitting , 1995, Int. J. Neural Syst..
[26] M. Steriade,et al. Brainstem Control of Wakefulness and Sleep , 1990, Springer US.
[27] Gottfried Mayer-Kress,et al. Dimensions and Entropies in Chaotic Systems , 1986 .
[28] Lawrence R. Rabiner,et al. A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.
[29] P.A. Karjalainen,et al. Estimation of event-related synchronization changes by a new TVAR method , 1997, IEEE Transactions on Biomedical Engineering.
[30] Rose,et al. Statistical mechanics and phase transitions in clustering. , 1990, Physical review letters.
[31] J. Trinder,et al. Respiratory instability during sleep onset. , 1992, Journal of applied physiology.
[32] L. Glass,et al. Oscillation and chaos in physiological control systems. , 1977, Science.
[33] John Moody,et al. Fast Learning in Networks of Locally-Tuned Processing Units , 1989, Neural Computation.
[34] M Lambertz,et al. Cardiac rhythmic patterns in neuronal activity are related to the firing rate of the neurons: I. Brainstem reticular neurons of dogs. , 1995, Journal of the autonomic nervous system.
[35] H. Kantz,et al. Nonlinear time series analysis , 1997 .
[36] Jens Kohlmorgen. Analyse schaltender und driftender Dynamik mit neuronalen Netzen , 1998 .
[37] Richard O. Duda,et al. Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.
[38] W. Herrmann,et al. Kritische Bemerkungen zu den Regeln von Rechtschaffen und Kales über die visuelle Auswertung von EEG-Schlafableitungen , 1982 .