MATLAB for Neuroscientists: An Introduction to Scientific Computing in MATLAB - Hardcover

Pascal Wallisch; Michael E. Lusignan; Marc D. Benayoun; Tanya I. Baker; Adam Seth Dickey; Nicholas G. Hatsopoulos

Hardcover

ISBN 10: 0123838363 ISBN 13: 9780123838360

Publisher: Academic Press Inc, 2013

Synopsis

MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and the 2nd Edition continues to ensure that many computational problems can be addressed in a single programming environment. This updated edition features additional material on the creation of visual stimuli, advanced psychophysics, analysis of LFP data, choice probabilities, synchrony, and advanced spectral analysis. Users at a variety of levels-advanced undergraduates, beginning graduate students, and researchers looking to modernize their skills-will learn to design and implement their own analytical tools. This book will aid researchers and students in achieving the fluency required to meet the computational needs of neuroscience practitioners. Features include: completely revised and expanded second edition keeps up with developments within neuroscience as well as MATLAB; all computational approaches explained by using genuine experimental data, providing the unique look and feel of real empirical data; the first comprehensive textbook on MATLAB with a focus on its applications in neuroscience and psychology; careful didactic approach focused on problem solving; authors are award-winning educators with strong teaching experience; and a companion website with image bank, executable code, examples, and solutions available.

About this title

Review

"...a handy resource for instructors of neuroscience, particularly those interested in more intense data analysis and/or neural modeling."

“The book is clear, cogent, and systematic. It provides much more than the essential nuts-and-bolts―it also leads the reader to learn to think about the empirical enterprise writ large...This book should be given a privileged spot on the bookshelf of every teacher, student, and researcher in the behavioral and cognitive sciences. ―Stephen M. Kosslyn, John Lindsley Professor of Psychology, Dean of Social Science, Harvard University, Cambridge, MA, USA

“This is an excellent book that should be on the desk of any neuroscientist or psychologist who wants to analyze and understand his or her own data by using MATLAB...Several books with MATLAB toolboxes exist; I find this one special both for its clarity and its focus on problems related to neuroscience and cognitive psychology. ―Nikos Logothetis, Director, Max Planck Institute for Biological Cybernetics, Tübingen, Germany

“MATLAB for Neuroscientists provides a unique and relatively comprehensive introduction to the MATLAB programming language in the context of brain sciences...The book would work well as a supplementary source for an introductory course in computational analysis and modeling in visual neuroscience, for graduate students or advanced undergraduates. ―Eero P. Simoncelli, Investigator, Howard Hughes Medical Institute; Professor, Neural Science, Mathematics, and Psychology, New York University, New York, USA

About the Author

Pascal Wallisch received his PhD from the University of Chicago, did postdoctoral work at the Center for Neural Science at New York University, and currently serves as a clinical assistant professor of Psychology at New York University. His research interests are at the intersection of Psychology and Neuroscience, specifically Cognitive and Computational Neuroscience. His current work focuses on motion perception, autism and the appraisal of film.

Edition details

• Publisher: Academic Press Inc
• Publication date: 2013
• ISBN 10: 0123838363
• ISBN 13: 9780123838360
• Binding: Hardcover
• Language: English
• Edition number: 2
• Number of pages: 570