
The Role of Spike Patterns in Neuronal Information Processing
A Historically Embedded Conceptual Clarification
Markus Christen(Author)
Südwestdeutscher Verlag für Hochschulschriften AG Co. KG
Published on 9. July 2015
Book
Paperback/Softback
264 pages
978-3-8381-3347-8 (ISBN)
Description
Understanding the brain as an 'information processing device' is a commonplace. Although this expression is widely used within and outside of neuroscience, it does not really express a precise understanding of neuronal processes. This book intends to provide a conceptual clarification by defining the term 'spike pattern' and by evaluating the application of this concept within the framework of neural coding and neural computation. This scientific endeavor is complemented by a historical investigation that analyzes the historical roots of today's discussion on the information processing brain. The scientific part also includes a review of current theories of neural coding and neural information processing and an in-depth discussion of pattern detection in neuronal spike trains. Possibilities and limitations of several pattern detection methods are outlined in detail and integrated in a general scheme of the spike pattern detection problem.
More details
Language
English
Product notice
Paperback (trade)
Unsewn / adhesive bound
Dimensions
Height: 220 mm
Width: 150 mm
Thickness: 17 mm
Weight
411 gr
ISBN-13
978-3-8381-3347-8 (9783838133478)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Person
Markus Christen is a Senior Research Fellow at the Centre for Ethics of the University of Zurich. His research interests are in empirical ethics, neuroethics, ICT ethics and data analysis methodologies.