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Twenty-seven papers from the March 1995 seminar consider processing and pattern analysis of normal and pathological EEG; of psychophysiological phenomena; of neuronal cell activity; of ECG in health and disease; and of EMG and human movement. A sampling of topics: modeling and estimation of amplitude and time shifts in single evoked potential components; detection and quantification of correlations in neural populations by coherence analysis; and characterizing and modeling human arm movements. Annotation c. by Book News, Inc., Portland, Or.Product Details
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Table of Contents
Processing and Pattern Analysis of ECG in Health and Disease: ECG Arrhythmia Analysis, Design, and Evaluation Strategies (R. Mark). Adaptive Filtering and Timefrequency Methods for ECG Analysis (N. Thakor). Analysis of the Heart Rate Variability Signal (O. Rompelman). The Heart Rate Variability Signal: Among Rhythms, Noise, and Chaos (S. Cerutti). Processing,Feature Extraction, and Classification of Body Surface Potential Maps (D. Adam). Fetal ECG Detection and Applications (S. Axelrod). Processing and Pattern Analysis of Normal and Pathological EEG: Some Aspects of the EEG as a Shastic Signal (W. Gersch). Chaos or Noise in EEG Signals: Dependence on State and Brain Site (L. Da Silva). Simultaneous EEG Recording from Olfactory and Limbic Brain Structures (L. Kay, W. Freeman). Markov Analysis of EEG Signal Dynamics (A. Sergejew). EEG Sleep Staging Using Vectorial Autoregressive Models (A. Cohen). Delay Estimation in Epileptic EEG (I. Gath). Investigation of Psychophysiological Phenomena by Processing and Pattern Analysis of Evoked Potentials: Coherence and Bicoherence Methods for Neurological Signal Analysis (N. Thakor). Single Sweep Analysis of Eventrelated Potentials (S. Cerutti). Signal Processing of ERP Components (E. Donchin). Dynamical Analysis and Modeling of the Electroencephalogram (J. Principe). Robust Estimation of Single Trial Movement Related Evoked Potentials (G. Inbar). Testing for Synchronization in Evoked Potentials Using Higher Order Spectra Technique (D. Fuerst). Prototype Waveform Decomposition of Evoked Potentials (H. Prat). Processing and Pattern Analysis of Neuronal Cell Activity: System Identification of Spiking Sensory Neurons Using Realistically Constrained Nonlinear Time Series Models (M. Paulin). Temporal Encoding of Visual Features by Cortical Neurons (L. Optican). Quantification of Synchrony in Neural Populations by Coherence Analysis (C. Christakos). Spatiotemporal Firing Patterns in the Frontal Cortex (M. Abeles). Dynamics of Coherent Firing in Groupsof Cortical Neurons (E. Aertsen). Rapid Modification of Neuronal Interactions: A Possible Role in Internal Representations of Behavioral Events (E. Vaadia). Processing and Pattern Analysis of EMG and Human Movement: Signal Processing Problems in Decomposition of Single Motor Unit Action Potentials (W. Wolf). Multichannel EMG Processing (N. Hogan). Estimation of Neuromuscular Dynamics from EMG Analysis (G. Inbar). Processing and Pattern Analysis of Handwriting Movements (E. BarOn). Characterizing and Modeling Human Arm Movements: Insights into Motor Organization (T. Flash). Index.