Advances in Processing and Pattern Analysis of Biological Signals

Häftad, Engelska, 2013

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In recent years there has been rapid progress in the development of signal processing in general, and more specifically in the application of signal processing and pattern analysis to biological signals.

Produktinformation

Utgivningsdatum2013-04-23
Mått178 x 254 x 25 mm
Vikt837 g
FormatHäftad
SpråkEngelska
Antal sidor424
FörlagSpringer-Verlag New York Inc.
ISBN9781475791006

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Processing and Pattern Analysis of Normal and Pathological EEG.- 1. Some New Tools for EEG Modeling and Analysis.- 2. Signal Processing of EEG: Evidence for Chaos or Noise. an Application to Seizure Activity in Epilepsy.- 3. Markovian Analysis of EEG Signal Dynamics in Obsessive-Compulsive Disorder.- 4. EEG Sleep Staging Using Vectorial Autoregressive Models.- 5. Processing of Epileptic EEG.- 6. Simultaneous EEG Recordings from Olfactory and Limbic Brain Structures: Limbic Markers during Olfactory Perception.- Investigation of Psychophysiological Phenomena by Processing and Pattern Analysis of Evoked Potentials.- 7. Single Sweep Analysis of Evoked and Event Related Potentials.- 8. Spatio-Temporal Source Estimation of Evoked Potentials by Wavelet-Type Decomposition: Wavelet-Type Source Estimation of EPs.- 9. Modeling and Estimation of Amplitude and Time Shifts in Single Evoked Potential Components.- 10. Testing for Synchronization in Evoked Potentials Using Higher Order Spectra Technique.- 11. Analyses of Transient and Time-Varying Evoked Potentials for Detection of Brain Injury.- Processing and Pattern Analysis of Neuronal Cell Activity.- 12. Detection and Quantification of Correlations in Neural Populations by Coherence Analysis.- 13. System Identification of Spiking Sensory Neurons Using Realistically Constrained Nonlinear Time Series Models.- 14. Temporal Encoding of Visual Features by Cortical Neurons.- 15. Coherent Dynamics in the Frontal Cortex of the Behaving Monkey: Experimental Observations and Model Interpretation.- Processing and Pattern Analysis of ECG in Health and Disease.- 16. Analysis of Heart Rate Variability: A Review.- 17. The Heart Rate Variability Signal: Among Rhythms, Noise and Chaos.- 18. ECG Arrythmia Analysis: Design and Evaluation Strategies.-19. Fundamental Analyses of Ventricular Fibrillation Signals by Parametric, Nonparametric, and Dynamical Methods.- 20. Fetal ECG Detection and Applications.- 21. Processing, Feature Extraction and Classification of Body Surface Potential Maps.- Processing and Pattern Analysis of EMG and Human Movement.- 22. Source Characteristics from Inverse Modeling of EMG Signals.- 23. The EMG as a Window to the Brain: Signal Processing Tools to Enhance the View.- 24. Multi-Channel EMG Processing.- 25. Estimation of Human Elbow Joint Mechanical Transfer Function during Steady State and during Cyclical Movements.- 26. Characterizing and Modeling Human Arm Movements: Insights into Motor Organization.- 27. Processing and Pattern Analysis of Handwriting Movements.