東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Neural assemblies = an alternative a...

Palm, Gunther.

Linked to FindBook

Google Book

Amazon

博客來

Neural assemblies = an alternative approach to classical artificial intelligence /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Neural assemblies/ by Gunther Palm.
Reminder of title:	an alternative approach to classical artificial intelligence /
Author:	Palm, Gunther.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xxi, 259 p. :ill., digital ;24 cm.
[NT 15003449]:	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?.
Contained By:	Springer Nature eBook
Subject:	Computational neuroscience. -
Online resource:	https://doi.org/10.1007/978-3-031-00311-0
ISBN:	9783031003110

Neural assemblies = an alternative approach to classical artificial intelligence /
Palm, Gunther.

Neural assembliesan alternative approach to classical artificial intelligence /[electronic resource] :by Gunther Palm. - Second edition. - Cham :Springer International Publishing :2022. - xxi, 259 p. :ill., digital ;24 cm.

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?.

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.

ISBN: 9783031003110

Standard No.: 10.1007/978-3-031-00311-0doiSubjects--Topical Terms:

610819
Computational neuroscience.

LC Class. No.: QP376 / .P34 2022

Dewey Class. No.: 612.8

Neural assemblies = an alternative approach to classical artificial intelligence /
LDR:03278nmm a2200337 a 4500 001 2302371
003 DE-He213
005 20220728064425.0
006 m d
007 cr nn 008maaau
008 230409s2022 sz s 0 eng d
020 $a 9783031003110 $q (electronic bk.)
020 $a 9783031003103 $q (paper)
024 7 $a 10.1007/978-3-031-00311-0 $2 doi
035 $a 978-3-031-00311-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QP376 $b .P34 2022
072 7 $a PSAN $2 bicssc
072 7 $a MED057000 $2 bisacsh
072 7 $a PSAN $2 thema
082 0 4 $a 612.8 $2 23
090 $a QP376 $b .P171 2022
100 1 $a Palm, Gunther. $3 1004822
245 1 0 $a Neural assemblies $h [electronic resource] : $b an alternative approach to classical artificial intelligence / $c by Gunther Palm.
250 $a Second edition.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xxi, 259 p. : $b ill., digital ; $c 24 cm.
505 0 $a 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?.
520 $a 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.
650 0 $a Computational neuroscience. $3 610819
650 0 $a Neural networks (Computer science) $3 532070
650 0 $a Brain. $3 525115
650 0 $a Artificial intelligence. $3 516317
650 0 $a Neurophysiology. $3 580468
650 1 4 $a Computational Neuroscience. $3 3593148
650 2 4 $a Computer Science. $3 626642
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Data Structures and Information Theory. $3 3382368
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-031-00311-0
950 $a Biomedical and Life Sciences (SpringerNature-11642)