Neural assemblies : an alternative approach to classical artificial intelligence / Günther Palm.
Palm, Günther, author.
2022
QP376 .P34 2022eb
Available Online

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Title Neural assemblies : an alternative approach to classical artificial intelligence / Günther Palm.
Author Palm, Günther, author.
Edition Second edition.
ISBN 9783031003110 (ebook)
303100311X (ebook)
9783031003103 (hardbook)
DOI https://doi.org/10.1007/978-3-031-00311-0
Imprint Cham, Switzerland : Springer, 2022.
Language English
Description 1 online resource
Other Standard Identifiers 10.1007/978-3-031-00311-0 doi
Call Number QP376 .P34 2022eb
Dewey Decimal Classification 612.8
Summary In the new edition of Neural Assemblies, the author places his original ideas and motivations within the framework of modern and cognitive neuroscience and gives a short and focused overview of the development of computational neuroscience and artificial neural networks over the last 40 years. In this book the author develops a theory of how the human brain might function. Starting with a motivational introduction to the brain as an organ of information processing, he presents a computational perspective on the basic concepts and ideas of neuroscience research on the underlying principles of brain function. In addition, the reader is introduced to the most important methods from computer science and mathematical modeling that are required for a computational understanding of information processing in the brain. Written by an expert in the field of neural information processing, this book offers a personal historical view of the development of artificial intelligence, artificial neural networks, and computational cognitive neuroscience over the last 40 years, with a focus on the realization of higher cognitive functions rather than more peripheral sensory or motor organization. The book is therefore aimed at students and researchers who want to understand how the basic neuroscientific and computational concepts in the study of brain function have changed over the last decades.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed August 5, 2022).
Available in Other Form Neural assemblies.
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Part 1: Basic Facts and Ideas for a Brain
Chapter 1: The brain is an organ for information processing
Chapter 2: The organization and improvement of behavior.-Chapter 3: A neuronal realization of the survival algorithm
Chapter4: On the structure and function of cortical areas
Part 2: Thinking in Cell Assemblies
Chapter 5: Cognitive mental processes realized by cell assemblies in the cortex
Chapter 6: A Model of Language Understanding by Interacting Cortical Areas
Chapter 7: Can we accept a mechanistic description of our mental processes?
Part 3: Further Developments until Today
Chapter 8: Developments in Computer Science and Technical Applications
Chapter 9: New Results from Brain Research and Neuroscience
Chapter 10: Development of Brain Theory
Chapter 11: Do we need Cognitive Neuroscience?.

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