Signal Processing for Neuroscientists, A Companion Volume

Advanced Topics, Nonlinear Techniques and Multi-Channel Analysis

Nonfiction, Science & Nature, Science, Biological Sciences, Biochemistry, Health & Well Being, Medical, Specialties, Internal Medicine, Neuroscience
Cover of the book Signal Processing for Neuroscientists, A Companion Volume by Wim van Drongelen, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Wim van Drongelen ISBN: 9780123849168
Publisher: Elsevier Science Publication: August 26, 2010
Imprint: Elsevier Language: English
Author: Wim van Drongelen
ISBN: 9780123849168
Publisher: Elsevier Science
Publication: August 26, 2010
Imprint: Elsevier
Language: English

The popularity of signal processing in neuroscience is increasing, and with the current availability and development of computer hardware and software, it is anticipated that the current growth will continue. Because electrode fabrication has improved and measurement equipment is getting less expensive, electrophysiological measurements with large numbers of channels are now very common. In addition, neuroscience has entered the age of light, and fluorescence measurements are fully integrated into the researcher’s toolkit. Because each image in a movie contains multiple pixels, these measurements are multi-channel by nature. Furthermore, the availability of both generic and specialized software packages for data analysis has altered the neuroscientist’s attitude toward some of the more complex analysis techniques.

This book is a companion to the previously published Signal Processing for Neuroscientists: An Introduction to the Analysis of Physiological Signals, which introduced readers to the basic concepts. It discusses several advanced techniques, rediscovers methods to describe nonlinear systems, and examines the analysis of multi-channel recordings.

  • Covers the more advanced topics of linear and nonlinear systems analysis and multi-channel analysis
  • Includes practical examples implemented in MATLAB
  • Provides multiple references to the basics to help the student
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The popularity of signal processing in neuroscience is increasing, and with the current availability and development of computer hardware and software, it is anticipated that the current growth will continue. Because electrode fabrication has improved and measurement equipment is getting less expensive, electrophysiological measurements with large numbers of channels are now very common. In addition, neuroscience has entered the age of light, and fluorescence measurements are fully integrated into the researcher’s toolkit. Because each image in a movie contains multiple pixels, these measurements are multi-channel by nature. Furthermore, the availability of both generic and specialized software packages for data analysis has altered the neuroscientist’s attitude toward some of the more complex analysis techniques.

This book is a companion to the previously published Signal Processing for Neuroscientists: An Introduction to the Analysis of Physiological Signals, which introduced readers to the basic concepts. It discusses several advanced techniques, rediscovers methods to describe nonlinear systems, and examines the analysis of multi-channel recordings.

More books from Elsevier Science

Cover of the book The Mitochondrion in the Germline and Early Development by Wim van Drongelen
Cover of the book Humane Interfaces by Wim van Drongelen
Cover of the book Advances in Carbohydrate Chemistry and Biochemistry by Wim van Drongelen
Cover of the book Food Industry Wastes by Wim van Drongelen
Cover of the book Solid and Hazardous Waste Management by Wim van Drongelen
Cover of the book Business Continuity and Disaster Recovery Planning for IT Professionals by Wim van Drongelen
Cover of the book Clinical Psychology by Wim van Drongelen
Cover of the book New and Future Developments in Microbial Biotechnology and Bioengineering by Wim van Drongelen
Cover of the book Food Security, Poverty and Nutrition Policy Analysis by Wim van Drongelen
Cover of the book Advances in Imaging and Electron Physics by Wim van Drongelen
Cover of the book Studies in Natural Products Chemistry by Wim van Drongelen
Cover of the book Durability of Concrete and Cement Composites by Wim van Drongelen
Cover of the book PCR Guru by Wim van Drongelen
Cover of the book Therapist's Guide to Clinical Intervention by Wim van Drongelen
Cover of the book Spintronics by Wim van Drongelen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy