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Author:   Wim van Drongelen (Department of Pediatrics, University of Chicago, Chicago, IL, USA) ,  Wim van Drongelen (Department of Pediatrics, University of Chicago, Chicago, IL, USA) ,  Wim van Drongelen (Department of Pediatrics, University of Chicago, Chicago, IL, USA) ,  Wim van Drongelen (Department of Pediatrics, University of Chicago, Chicago, IL, USA)
Publisher:   Elsevier Science Publishing Co Inc
Imprint:   Academic Press Inc
Edition:   2nd edition
Weight:   1.300kg
ISBN:  

9780128104828

ISBN 10:   0128104821
Pages:   740
Publication Date:   15 May 2018
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

1. Introduction 2. Data Acquisition 3. Noise 4. Signal Averaging 5. Real and Complex Fourier Series 6. Continuous, Discrete, and Fast Fourier Transform 7. 1D and 2D Fourier Transform Applications 8. Lomb’s Algorithm and Multi-Taper Power Spectrum Estimation 9. Differential Equations: Introduction 10. Differential Equations: Phase Space and Numerical Solutions 11. Modeling 12. Laplace and z-Transform 13. LTI Systems, Convolution, Correlation, Coherence, and the Hilbert Transform 14. Causality 15. Introduction to Filters: The RC-Circuit 16. Filters: Analysis 17. Filters: Specification, Bode Plot, and Nyquist Plot 18. Filters: Digital Filters 19. Kalman Filter 20. Spike Train Analyses 21. Wavelet Analysis: Time Domain Properties 22. Wavelet Analysis: Frequency Domain Properties 23. Low Dimensional Nonlinear Dynamics: Fixed Points, Limit Cycles and Bifurcations 24. Volterra Series 25. Wiener Series 26. Poisson-Wiener Series 27. Nonlinear Techniques 28. Decomposition of Multi-Channel Data 29. Modeling Neural Systems: Cellular Models 30. Modeling Neural Systems: Network Models

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Author Information

Wim van Drongelen studied Biophysics at the University Leiden, The Netherlands. After a period in the Laboratoire d'Electrophysiologie, Université Claude Bernard, Lyon, France, he received the Doctoral degree cum laude. In 1980 he received the Ph.D. degree. He worked for the Netherlands Organization for the Advancement of Pure Research (ZWO) in the Department of Animal Physiology, Wageningen, The Netherlands. He lectured and founded a Medical Technology Department at the HBO Institute Twente, The Netherlands. In 1986 he joined the Benelux office of Nicolet Biomedical as an Application Specialist and in 1993 he relocated to Madison, WI, USA where he was involved in research and development of equipment for clinical neurophysiology and neuromonitoring. In 2001 he joined the Epilepsy Center at The University of Chicago, Chicago, IL, USA. Currently he is Professor of Pediatrics, Neurology, and Computational Neuroscience. In addition to his faculty position he serves as Technical and Research Director of the Pediatric Epilepsy Center and he is Senior Fellow with the Computation Institute. Since 2003 he teaches applied mathematics courses for the Committee on Computational Neuroscience. His ongoing research interests include the application of signal processing and modeling techniques to help resolve problems in neurophysiology and neuropathology. For details of recent work see http://epilepsylab.uchicago.edu/

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