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001448480 001__ 1448480
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001448480 019__ $$a1343906914
001448480 020__ $$a9783031003110$$q(ebook)
001448480 020__ $$a303100311X$$q(ebook)
001448480 020__ $$z9783031003103$$q(hardbook)
001448480 0247_ $$a10.1007/978-3-031-00311-0$$2doi
001448480 035__ $$aSP(OCoLC)1337923193
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001448480 08204 $$a612.8$$223/eng/20220805
001448480 1001_ $$aPalm, Günther,$$eauthor.
001448480 24510 $$aNeural assemblies :$$ban alternative approach to classical artificial intelligence /$$cGünther Palm.
001448480 250__ $$aSecond edition.
001448480 260__ $$aCham, Switzerland :$$bSpringer,$$c2022.
001448480 300__ $$a1 online resource
001448480 336__ $$atext$$btxt$$2rdacontent
001448480 337__ $$acomputer$$bc$$2rdamedia
001448480 338__ $$aonline resource$$bcr$$2rdacarrier
001448480 504__ $$aIncludes bibliographical references.
001448480 5050_ $$aPart 1: Basic Facts and Ideas for a Brain -- Chapter 1: The brain is an organ for information processing -- Chapter 2: The organization and improvement of behavior.-Chapter 3: A neuronal realization of the survival algorithm -- Chapter4: On the structure and function of cortical areas -- Part 2: Thinking in Cell Assemblies -- Chapter 5: Cognitive mental processes realized by cell assemblies in the cortex -- Chapter 6: A Model of Language Understanding by Interacting Cortical Areas -- Chapter 7: Can we accept a mechanistic description of our mental processes? -- Part 3: Further Developments until Today -- Chapter 8: Developments in Computer Science and Technical Applications -- Chapter 9: New Results from Brain Research and Neuroscience -- Chapter 10: Development of Brain Theory -- Chapter 11: Do we need Cognitive Neuroscience?.
001448480 506__ $$aAccess limited to authorized users.
001448480 520__ $$aIn the new edition of Neural Assemblies, the author places his original ideas and motivations within the framework of modern and cognitive neuroscience and gives a short and focused overview of the development of computational neuroscience and artificial neural networks over the last 40 years. In this book the author develops a theory of how the human brain might function. Starting with a motivational introduction to the brain as an organ of information processing, he presents a computational perspective on the basic concepts and ideas of neuroscience research on the underlying principles of brain function. In addition, the reader is introduced to the most important methods from computer science and mathematical modeling that are required for a computational understanding of information processing in the brain. Written by an expert in the field of neural information processing, this book offers a personal historical view of the development of artificial intelligence, artificial neural networks, and computational cognitive neuroscience over the last 40 years, with a focus on the realization of higher cognitive functions rather than more peripheral sensory or motor organization. The book is therefore aimed at students and researchers who want to understand how the basic neuroscientific and computational concepts in the study of brain function have changed over the last decades.
001448480 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed August 5, 2022).
001448480 650_0 $$aComputational neuroscience.
001448480 650_0 $$aNeural networks (Computer science)
001448480 650_0 $$aBrain.
001448480 650_0 $$aArtificial intelligence.
001448480 650_0 $$aNeurophysiology.
001448480 655_0 $$aElectronic books.
001448480 77608 $$iPrint version:$$aPalm, Günther.$$tNeural assemblies.$$bSecond edition.$$dCham, Switzerland : Springer Nature, [2022]$$z9783031003103$$w(OCoLC)1303561608
001448480 852__ $$bebk
001448480 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-00311-0$$zOnline Access$$91397441.1
001448480 909CO $$ooai:library.usi.edu:1448480$$pGLOBAL_SET
001448480 980__ $$aBIB
001448480 980__ $$aEBOOK
001448480 982__ $$aEbook
001448480 983__ $$aOnline
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