Neural Modeling and Neural Networks

Nonfiction, Health & Well Being, Medical, Medical Science, Physiology, Science & Nature, Science, Biological Sciences, Human Physiology
Cover of the book Neural Modeling and Neural Networks by , Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781483287904
Publisher: Elsevier Science Publication: October 22, 2013
Imprint: Pergamon Language: English
Author:
ISBN: 9781483287904
Publisher: Elsevier Science
Publication: October 22, 2013
Imprint: Pergamon
Language: English

Research in neural modeling and neural networks has escalated dramatically in the last decade, acquiring along the way terms and concepts, such as learning, memory, perception, recognition, which are the basis of neuropsychology. Nevertheless, for many, neural modeling remains controversial in its purported ability to describe brain activity. The difficulties in "modeling" are various, but arise principally in identifying those elements that are fundamental for the expression (and description) of superior neural activity. This is complicated by our incomplete knowledge of neural structures and functions, at the cellular and population levels. The first step towards enhanced appreciation of the value of neural modeling and neural networks is to be aware of what has been achieved in this multidisciplinary field of research. This book sets out to create such awareness. Leading experts develop in twelve chapters the key topics of neural structures and functions, dynamics of single neurons, oscillations in groups of neurons, randomness and chaos in neural activity, (statistical) dynamics of neural networks, learning, memory and pattern recognition.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Research in neural modeling and neural networks has escalated dramatically in the last decade, acquiring along the way terms and concepts, such as learning, memory, perception, recognition, which are the basis of neuropsychology. Nevertheless, for many, neural modeling remains controversial in its purported ability to describe brain activity. The difficulties in "modeling" are various, but arise principally in identifying those elements that are fundamental for the expression (and description) of superior neural activity. This is complicated by our incomplete knowledge of neural structures and functions, at the cellular and population levels. The first step towards enhanced appreciation of the value of neural modeling and neural networks is to be aware of what has been achieved in this multidisciplinary field of research. This book sets out to create such awareness. Leading experts develop in twelve chapters the key topics of neural structures and functions, dynamics of single neurons, oscillations in groups of neurons, randomness and chaos in neural activity, (statistical) dynamics of neural networks, learning, memory and pattern recognition.

More books from Elsevier Science

Cover of the book Logistics Engineering and Health by
Cover of the book A Practical Guide to Electronic Resources in the Humanities by
Cover of the book The Patron-Driven Library by
Cover of the book Nutrient Metabolism by
Cover of the book Human Growth and Development by
Cover of the book Cretaceous Sea Level Rise by
Cover of the book Stochastic Differential Equations and Diffusion Processes by
Cover of the book Prostate Cancer by
Cover of the book Reservoir Formation Damage by
Cover of the book Indoor Navigation Strategies for Aerial Autonomous Systems by
Cover of the book Advances in Food and Nutrition Research by
Cover of the book Diffusion MRI by
Cover of the book From Neuroscience to Neurology by
Cover of the book Marine Rudders and Control Surfaces by
Cover of the book Strategic Business Development for Information Centres and Libraries by
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