Advances in the field of signal processing, nonlinear dynamics, statistics, and optimization theory, combined with marked improvement in instrumentation and development of computer systems, have made it possible to apply the power of mathematics to the task of understanding the human brain. This veritable revolution has already resulted in widespread availability of high resolution neuroimaging devices in clinical as well as research settings. Breakthroughs in functional imaging are not far behind. Mathematical techniques developed for the study of complex nonlinear systems and chaos are already being used to explore the complex nonlinear dynamics of human brain physiology.
Quantitative Neuroscience
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First Sentence:
In the last decade, time series analysis based on chaos theory and the theory of nonlinear dynamics, which are among the most interesting and growing research topics, has been applied to time series data with some degree of success. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
preictal transition, dynamical similarity index, false prediction rate, effective correlation dimension, critical cortical sites, critical electrode sites, dynamical entrainment, optimal naive method, brain defibrillator, excised rat spinal cord, preictal state, integer code series, seizure prediction, epileptic mouse, epileptogenic hippocampus, epileptic mice, integer relations, retarded variables, typical epileptic seizure, intracranial eeg recordings, parametric noise, integer particles, stick balancing, fourth order statistics, integer patterns Key Phrases - Capitalized Phrases (CAPs): (learn more)
University of Florida, New York, Van Vleet, Biomedical Engineering, Brain Res, Medical Center, University of Freiburg, World Scientific, Journal of Combinatorial Optimization, Computer Science, Kluwer Academic Publishers, Brain Institute, American Mathematical Society, Breisacher Str, Measuring Chaos, Sackellares Departments of Neuroscience, Shiau Department of Neuroscience, Abstract Epilepsy, Acta Neurologica Scandinavica, Ajmone Marsan, Arizona State University Leon, Brain Topography, Carney Department of Pediatrics, European Journal of Neuroscience, Invest Ophthalmol Vis Sci New!
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Front Cover | Table of Contents | First Pages | Back Cover | Surprise Me!
In the last decade, time series analysis based on chaos theory and the theory of nonlinear dynamics, which are among the most interesting and growing research topics, has been applied to time series data with some degree of success. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
preictal transition, dynamical similarity index, false prediction rate, effective correlation dimension, critical cortical sites, critical electrode sites, dynamical entrainment, optimal naive method, brain defibrillator, excised rat spinal cord, preictal state, integer code series, seizure prediction, epileptic mouse, epileptogenic hippocampus, epileptic mice, integer relations, retarded variables, typical epileptic seizure, intracranial eeg recordings, parametric noise, integer particles, stick balancing, fourth order statistics, integer patterns Key Phrases - Capitalized Phrases (CAPs): (learn more)
University of Florida, New York, Van Vleet, Biomedical Engineering, Brain Res, Medical Center, University of Freiburg, World Scientific, Journal of Combinatorial Optimization, Computer Science, Kluwer Academic Publishers, Brain Institute, American Mathematical Society, Breisacher Str, Measuring Chaos, Sackellares Departments of Neuroscience, Shiau Department of Neuroscience, Abstract Epilepsy, Acta Neurologica Scandinavica, Ajmone Marsan, Arizona State University Leon, Brain Topography, Carney Department of Pediatrics, European Journal of Neuroscience, Invest Ophthalmol Vis Sci New!
Books on Related Topics | Concordance | Text Stats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Back Cover | Surprise Me!
Citations (learn more)
This book cites 18
books:
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cites this book:
- Epilepsy as a Dynamic Disease by John Milton on page 88, page 116, and page 138
- Spatiotemporal Models in Biological and Artificial Systems (Frontiers in Artificial Intelligence and Applications, Vol. 37) by F. L. Silva on page 235, and page 248
- The Handbook of Brain Theory and Neural Networks (A Bradford Book) by Michael A. Arbib on page 49
- Independent Component Analysis by Aapo Hyvärinen on page 68
- Adaptive Blind Signal and Image Processing by Andrzej Cichocki on page 67
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