Population Coding In Neural Networks
DOWNLOAD
Download Population Coding In Neural Networks PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Population Coding In Neural Networks book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Population Coding In Neural Networks
DOWNLOAD
Author : Maoz Shamir
language : en
Publisher:
Release Date : 2004
Population Coding In Neural Networks written by Maoz Shamir and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.
Principles Of Neural Coding
DOWNLOAD
Author : Rodrigo Quian Quiroga
language : en
Publisher: CRC Press
Release Date : 2013-05-06
Principles Of Neural Coding written by Rodrigo Quian Quiroga and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-06 with Medical categories.
Understanding how populations of neurons encode information is the challenge faced by researchers in the field of neural coding. Focusing on the many mysteries and marvels of the mind has prompted a prominent team of experts in the field to put their heads together and fire up a book on the subject. Simply titled Principles of Neural Coding, this book covers the complexities of this discipline. It centers on some of the major developments in this area and presents a complete assessment of how neurons in the brain encode information. The book collaborators contribute various chapters that describe results in different systems (visual, auditory, somatosensory perception, etc.) and different species (monkeys, rats, humans, etc). Concentrating on the recording and analysis of the firing of single and multiple neurons, and the analysis and recording of other integrative measures of network activity and network states—such as local field potentials or current source densities—is the basis of the introductory chapters. Provides a comprehensive and interdisciplinary approach Describes topics of interest to a wide range of researchers The book then moves forward with the description of the principles of neural coding for different functions and in different species and concludes with theoretical and modeling works describing how information processing functions are implemented. The text not only contains the most important experimental findings, but gives an overview of the main methodological aspects for studying neural coding. In addition, the book describes alternative approaches based on simulations with neural networks and in silico modeling in this highly interdisciplinary topic. It can serve as an important reference to students and professionals.
Advances In Neural Population Coding
DOWNLOAD
Author : Miguel A. L. Nicolelis
language : en
Publisher:
Release Date : 2001
Advances In Neural Population Coding written by Miguel A. L. Nicolelis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Neural networks (Neurobiology) categories.
Trajectory Formation And Population Coding With Topographical Neural Networks
DOWNLOAD
Author : Roy Glasius
language : en
Publisher:
Release Date : 1997
Trajectory Formation And Population Coding With Topographical Neural Networks written by Roy Glasius and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.
Trajectory Formation And Population Coding With Topographical Neural Networks
DOWNLOAD
Author : Roy Glasius
language : en
Publisher:
Release Date : 1997
Trajectory Formation And Population Coding With Topographical Neural Networks written by Roy Glasius and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.
Zsfassung in niederländ. Sprache.
Analysis Of Parallel Spike Trains
DOWNLOAD
Author : Sonja Grün
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-08-18
Analysis Of Parallel Spike Trains written by Sonja Grün and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-08-18 with Medical categories.
Solid and transparent data analysis is the most important basis for reliable interpretation of experiments. The technique of parallel spike train recordings using multi-electrode arrangements has been available for many decades now, but only recently gained wide popularity among electro physiologists. Many traditional analysis methods are based on firing rates obtained by trial-averaging, and some of the assumptions for such procedures to work can be ignored without serious consequences. The situation is different for correlation analysis, the result of which may be considerably distorted if certain critical assumptions are violated. The focus of this book is on concepts and methods of correlation analysis (synchrony, patterns, rate covariance), combined with a solid introduction into approaches for single spike trains, which represent the basis of correlations analysis. The book also emphasizes pitfalls and potential wrong interpretations of data due to violations of critical assumptions.
Exploration Of Cortical Function
DOWNLOAD
Author : M. Stetter
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Exploration Of Cortical Function written by M. Stetter and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Medical categories.
Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate.
Neural Codes And Distributed Representations
DOWNLOAD
Author : L. F. Abbott
language : en
Publisher: MIT Press
Release Date : 1999
Neural Codes And Distributed Representations written by L. F. Abbott and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Coding theory categories.
Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computation collects, by topic, the most significant papers that have appeared in the journal over the past nine years. The present volume focuses on neural codes and representations, topics of broad interest to neuroscientists and modelers. The topics addressed are: how neurons encode information through action potential firing patterns, how populations of neurons represent information, and how individual neurons use dendritic processing and biophysical properties of synapses to decode spike trains. The papers encompass a wide range of levels of investigation, from dendrites and neurons to networks and systems.
Efficient Neural Population Codes
DOWNLOAD
Author : Jason Prentice
language : en
Publisher:
Release Date : 2012
Efficient Neural Population Codes written by Jason Prentice and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Population Coding In Neuronal Networks
DOWNLOAD
Author : Maoz Shamir
language : en
Publisher:
Release Date : 2004
Population Coding In Neuronal Networks written by Maoz Shamir and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.