Neuronal Ensembles

Neuronal Ensembles

Author: Howard B. Eichenbaum

Publisher: Wiley-Liss

Published: 1998-04-13

Total Pages: 296

ISBN-13:

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The distributed coding hypothesis —the view that complex cognitive functions such as visual perception or memory formation are the work of large networks of neurons in areas of the cerebral cortex —is widely accepted in contemporary neuroscience. Yet only in recent years have tools emerged that can monitor the electrophysiological activity of neuron ensembles in the cortical areas of awake, behaving animals. The use of these multichannel recording techniques in biological network analysis is changing the way scientists view brain function. These methods also offer the possibility of a direct test of the distributed coding hypothesis. Neuronal Ensembles: Strategies for Recording and Decoding presents a comprehensive treatment of multichannel recording techniques —how to apply them and how to analyze the vast amounts of data they generate. Composed of contributions by leading neuroscientists at the forefront of this technology, the book covers groundbreaking work in multichannel microelectrode technology, analyses of single neuron spike trains, and ensemble analysis of cell populations. The authors outline established techniques, offer practical tips on developing new methods, and share their ideas for further brain research. Topics covered include: Extracellular recording and analysis of neural activity The relationship between neuronal codes and cortical organization Cell assemblies and cognitive function Neuronal population coding Motor cortical information processing Detection and identification of ensemble codes in the motor cortex Ensemble recordings and the nature of stimulus representation in hippocampal cognitive maps Methods, results, and issues related to recording neural ensembles Neuronal ensemble dynamics in the hippocampus and neocortex during sleep and waking Behavioral, electrophysiological, and genetic approaches to the study of synaptic plasticity and memory Neuronal Ensembles: Strategies for Recording and Decoding is an important reference for researchers, graduate students, and postdoctoral fellows in all areas of neuroscience, cognitive neuroscience, and bioengineering.


Book Synopsis Neuronal Ensembles by : Howard B. Eichenbaum

Download or read book Neuronal Ensembles written by Howard B. Eichenbaum and published by Wiley-Liss. This book was released on 1998-04-13 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The distributed coding hypothesis —the view that complex cognitive functions such as visual perception or memory formation are the work of large networks of neurons in areas of the cerebral cortex —is widely accepted in contemporary neuroscience. Yet only in recent years have tools emerged that can monitor the electrophysiological activity of neuron ensembles in the cortical areas of awake, behaving animals. The use of these multichannel recording techniques in biological network analysis is changing the way scientists view brain function. These methods also offer the possibility of a direct test of the distributed coding hypothesis. Neuronal Ensembles: Strategies for Recording and Decoding presents a comprehensive treatment of multichannel recording techniques —how to apply them and how to analyze the vast amounts of data they generate. Composed of contributions by leading neuroscientists at the forefront of this technology, the book covers groundbreaking work in multichannel microelectrode technology, analyses of single neuron spike trains, and ensemble analysis of cell populations. The authors outline established techniques, offer practical tips on developing new methods, and share their ideas for further brain research. Topics covered include: Extracellular recording and analysis of neural activity The relationship between neuronal codes and cortical organization Cell assemblies and cognitive function Neuronal population coding Motor cortical information processing Detection and identification of ensemble codes in the motor cortex Ensemble recordings and the nature of stimulus representation in hippocampal cognitive maps Methods, results, and issues related to recording neural ensembles Neuronal ensemble dynamics in the hippocampus and neocortex during sleep and waking Behavioral, electrophysiological, and genetic approaches to the study of synaptic plasticity and memory Neuronal Ensembles: Strategies for Recording and Decoding is an important reference for researchers, graduate students, and postdoctoral fellows in all areas of neuroscience, cognitive neuroscience, and bioengineering.

Methods for Neural Ensemble Recordings

Methods for Neural Ensemble Recordings

Author: Miguel A. L. Nicolelis

Publisher: CRC Press

Published: 2007-12-03

Total Pages: 308

ISBN-13: 142000641X

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Extensively updated and expanded, this second edition of a bestseller distills the current state-of-the-science and provides the nuts and bolts foundation of the methods involved in this rapidly growing science. With contributions from pioneering researchers, it includes microwire array design for chronic neural recordings, new surgical techniques for chronic implantation, microelectrode microstimulation of brain tissue, multielectrode recordings in the somatosensory system and during learning, as well as recordings from the central gustatory-reward pathways. It explores the use of Brain-Machine Interface to restore neurological function and proposes conceptual and technical approaches to human neural ensemble recordings in the future.


Book Synopsis Methods for Neural Ensemble Recordings by : Miguel A. L. Nicolelis

Download or read book Methods for Neural Ensemble Recordings written by Miguel A. L. Nicolelis and published by CRC Press. This book was released on 2007-12-03 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extensively updated and expanded, this second edition of a bestseller distills the current state-of-the-science and provides the nuts and bolts foundation of the methods involved in this rapidly growing science. With contributions from pioneering researchers, it includes microwire array design for chronic neural recordings, new surgical techniques for chronic implantation, microelectrode microstimulation of brain tissue, multielectrode recordings in the somatosensory system and during learning, as well as recordings from the central gustatory-reward pathways. It explores the use of Brain-Machine Interface to restore neurological function and proposes conceptual and technical approaches to human neural ensemble recordings in the future.

Neuronal Ensemble Modeling and Analysis with Variable Order Markov Models

Neuronal Ensemble Modeling and Analysis with Variable Order Markov Models

Author: Antonio Giuliano Zippo

Publisher: Ledizioni

Published: 2011

Total Pages: 157

ISBN-13: 8895994574

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Neuronal cells (neurons) mainly transmit signals by action potentials or spikes.Neuronal electrical activity is recorded from experimental animals bymicroelectrodesplaced in specific brain areas. These electrochemical fast phenomenaoccur as all-or-none events and can be analyzed as boolean sequences. Followingthis approach, several computational analyses reported most variable neuronalbehaviors expressed through a large variety of firing patterns [13]. Thesepatternshave been modeled as symbolic strings with a number of different techniques[23, 55]The results obtained with these methods come (i) from Ventrobasal ThalamicNuclei (VB) and Somatosensory Cortex (SSI) in Chronic Pain Animals (CPAs), (ii) from Primary Visual (V1) and (SSI) in rat Cortices and, finally, (iii) fromIL human Thalamus Nuclei in patients suffering from states of disorderedconsciousnesslike Persistent Vegetative State (PVS) and Minimum Conscious State(MCS).


Book Synopsis Neuronal Ensemble Modeling and Analysis with Variable Order Markov Models by : Antonio Giuliano Zippo

Download or read book Neuronal Ensemble Modeling and Analysis with Variable Order Markov Models written by Antonio Giuliano Zippo and published by Ledizioni. This book was released on 2011 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuronal cells (neurons) mainly transmit signals by action potentials or spikes.Neuronal electrical activity is recorded from experimental animals bymicroelectrodesplaced in specific brain areas. These electrochemical fast phenomenaoccur as all-or-none events and can be analyzed as boolean sequences. Followingthis approach, several computational analyses reported most variable neuronalbehaviors expressed through a large variety of firing patterns [13]. Thesepatternshave been modeled as symbolic strings with a number of different techniques[23, 55]The results obtained with these methods come (i) from Ventrobasal ThalamicNuclei (VB) and Somatosensory Cortex (SSI) in Chronic Pain Animals (CPAs), (ii) from Primary Visual (V1) and (SSI) in rat Cortices and, finally, (iii) fromIL human Thalamus Nuclei in patients suffering from states of disorderedconsciousnesslike Persistent Vegetative State (PVS) and Minimum Conscious State(MCS).

Metastable Dynamics of Neural Ensembles

Metastable Dynamics of Neural Ensembles

Author: Emili Balaguer-Ballester

Publisher: Frontiers Media SA

Published: 2018-03-19

Total Pages: 152

ISBN-13: 2889454371

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A classical view of neural computation is that it can be characterized in terms of convergence to attractor states or sequential transitions among states in a noisy background. After over three decades, is this still a valid model of how brain dynamics implements cognition? This book provides a comprehensive collection of recent theoretical and experimental contributions addressing the question of stable versus transient neural population dynamics from complementary angles. These studies showcase recent efforts for designing a framework that encompasses the multiple facets of metastability in neural responses, one of the most exciting topics currently in systems and computational neuroscience.


Book Synopsis Metastable Dynamics of Neural Ensembles by : Emili Balaguer-Ballester

Download or read book Metastable Dynamics of Neural Ensembles written by Emili Balaguer-Ballester and published by Frontiers Media SA. This book was released on 2018-03-19 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: A classical view of neural computation is that it can be characterized in terms of convergence to attractor states or sequential transitions among states in a noisy background. After over three decades, is this still a valid model of how brain dynamics implements cognition? This book provides a comprehensive collection of recent theoretical and experimental contributions addressing the question of stable versus transient neural population dynamics from complementary angles. These studies showcase recent efforts for designing a framework that encompasses the multiple facets of metastability in neural responses, one of the most exciting topics currently in systems and computational neuroscience.

Neuromorphic Systems Engineering

Neuromorphic Systems Engineering

Author: Tor Sverre Lande

Publisher: Springer Science & Business Media

Published: 1998-04-30

Total Pages: 462

ISBN-13: 0792381580

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Neuromorphic Systems Engineering: Neural Networks in Silicon emphasizes three important aspects of this exciting new research field. The term neuromorphic expresses relations to computational models found in biological neural systems, which are used as inspiration for building large electronic systems in silicon. By adequate engineering, these silicon systems are made useful to mankind. Neuromorphic Systems Engineering: Neural Networks in Silicon provides the reader with a snapshot of neuromorphic engineering today. It is organized into five parts viewing state-of-the-art developments within neuromorphic engineering from different perspectives. Neuromorphic Systems Engineering: Neural Networks in Silicon provides the first collection of neuromorphic systems descriptions with firm foundations in silicon. Topics presented include: large scale analog systems in silicon neuromorphic silicon auditory (ear) and vision (eye) systems in silicon learning and adaptation in silicon merging biology and technology micropower analog circuit design analog memory analog interchipcommunication on digital buses £/LIST£ Neuromorphic Systems Engineering: Neural Networks in Silicon serves as an excellent resource for scientists, researchers and engineers in this emerging field, and may also be used as a text for advanced courses on the subject.


Book Synopsis Neuromorphic Systems Engineering by : Tor Sverre Lande

Download or read book Neuromorphic Systems Engineering written by Tor Sverre Lande and published by Springer Science & Business Media. This book was released on 1998-04-30 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuromorphic Systems Engineering: Neural Networks in Silicon emphasizes three important aspects of this exciting new research field. The term neuromorphic expresses relations to computational models found in biological neural systems, which are used as inspiration for building large electronic systems in silicon. By adequate engineering, these silicon systems are made useful to mankind. Neuromorphic Systems Engineering: Neural Networks in Silicon provides the reader with a snapshot of neuromorphic engineering today. It is organized into five parts viewing state-of-the-art developments within neuromorphic engineering from different perspectives. Neuromorphic Systems Engineering: Neural Networks in Silicon provides the first collection of neuromorphic systems descriptions with firm foundations in silicon. Topics presented include: large scale analog systems in silicon neuromorphic silicon auditory (ear) and vision (eye) systems in silicon learning and adaptation in silicon merging biology and technology micropower analog circuit design analog memory analog interchipcommunication on digital buses £/LIST£ Neuromorphic Systems Engineering: Neural Networks in Silicon serves as an excellent resource for scientists, researchers and engineers in this emerging field, and may also be used as a text for advanced courses on the subject.

The Auditory Cortex

The Auditory Cortex

Author: Jeffery A. Winer

Publisher: Springer Science & Business Media

Published: 2010-12-02

Total Pages: 711

ISBN-13: 1441900748

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There has been substantial progress in understanding the contributions of the auditory forebrain to hearing, sound localization, communication, emotive behavior, and cognition. The Auditory Cortex covers the latest knowledge about the auditory forebrain, including the auditory cortex as well as the medial geniculate body in the thalamus. This book will cover all important aspects of the auditory forebrain organization and function, integrating the auditory thalamus and cortex into a smooth, coherent whole. Volume One covers basic auditory neuroscience. It complements The Auditory Cortex, Volume 2: Integrative Neuroscience, which takes a more applied/clinical perspective.


Book Synopsis The Auditory Cortex by : Jeffery A. Winer

Download or read book The Auditory Cortex written by Jeffery A. Winer and published by Springer Science & Business Media. This book was released on 2010-12-02 with total page 711 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been substantial progress in understanding the contributions of the auditory forebrain to hearing, sound localization, communication, emotive behavior, and cognition. The Auditory Cortex covers the latest knowledge about the auditory forebrain, including the auditory cortex as well as the medial geniculate body in the thalamus. This book will cover all important aspects of the auditory forebrain organization and function, integrating the auditory thalamus and cortex into a smooth, coherent whole. Volume One covers basic auditory neuroscience. It complements The Auditory Cortex, Volume 2: Integrative Neuroscience, which takes a more applied/clinical perspective.

The Orexin System. Basic Science and Role in Sleep Pathology

The Orexin System. Basic Science and Role in Sleep Pathology

Author: M.A. Steiner

Publisher: Karger Medical and Scientific Publishers

Published: 2021-05-28

Total Pages: 165

ISBN-13: 3318068446

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The orexin system, discovered in 1998, has emerged as a crucial player in regulating the sleep and wake balance inside our brain. This discovery has sparked a burst of novel and dynamic research on the physiology and pathology of sleep. The Orexin System: Basic Science and Role in Sleep Pathology honors this research and the authors share their ideas and perspectives on the novel developments within the field. The book examines the intricate role of the orexin system in regulating sleep and wake, and its interaction with other wake-regulating systems. The orexin system is dissected at the cellular and molecular level to explore the diversity of the orexin-producing neurons, their projections, and their signaling pathways. Additionally, the book discusses the diseases which are associated with a dysfunctional orexin system, such as narcolepsy, insomnia, substance abuse, and Alzheimer’s disease, and explores the new potential therapeutic applications derived from the burst of research around this fascinating system. This publication is essential reading for neurobiologists, neurologists, psychopharmacologists, sleep researchers, and other researchers and clinical scientists interested in sleep, sleep research, insomnia, and medicine in general.


Book Synopsis The Orexin System. Basic Science and Role in Sleep Pathology by : M.A. Steiner

Download or read book The Orexin System. Basic Science and Role in Sleep Pathology written by M.A. Steiner and published by Karger Medical and Scientific Publishers. This book was released on 2021-05-28 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: The orexin system, discovered in 1998, has emerged as a crucial player in regulating the sleep and wake balance inside our brain. This discovery has sparked a burst of novel and dynamic research on the physiology and pathology of sleep. The Orexin System: Basic Science and Role in Sleep Pathology honors this research and the authors share their ideas and perspectives on the novel developments within the field. The book examines the intricate role of the orexin system in regulating sleep and wake, and its interaction with other wake-regulating systems. The orexin system is dissected at the cellular and molecular level to explore the diversity of the orexin-producing neurons, their projections, and their signaling pathways. Additionally, the book discusses the diseases which are associated with a dysfunctional orexin system, such as narcolepsy, insomnia, substance abuse, and Alzheimer’s disease, and explores the new potential therapeutic applications derived from the burst of research around this fascinating system. This publication is essential reading for neurobiologists, neurologists, psychopharmacologists, sleep researchers, and other researchers and clinical scientists interested in sleep, sleep research, insomnia, and medicine in general.

The Integrative Action of the Nervous System

The Integrative Action of the Nervous System

Author: Sir Charles Scott Sherrington

Publisher:

Published: 1906

Total Pages: 440

ISBN-13:

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Book Synopsis The Integrative Action of the Nervous System by : Sir Charles Scott Sherrington

Download or read book The Integrative Action of the Nervous System written by Sir Charles Scott Sherrington and published by . This book was released on 1906 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Systems Neurobiology

Computational Systems Neurobiology

Author: N. Le Novère

Publisher: Springer Science & Business Media

Published: 2012-07-20

Total Pages: 569

ISBN-13: 9400738587

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Computational neurosciences and systems biology are among the main domains of life science research where mathematical modeling made a difference. This book introduces the many different types of computational studies one can develop to study neuronal systems. It is aimed at undergraduate students starting their research in computational neurobiology or more senior researchers who would like, or need, to move towards computational approaches. Based on their specific project, the readers would then move to one of the more specialized excellent textbooks available in the field. The first part of the book deals with molecular systems biology. Functional genomics is introduced through examples of transcriptomics and proteomics studies of neurobiological interest. Quantitative modelling of biochemical systems is presented in homogeneous compartments and using spatial descriptions. A second part deals with the various approaches to model single neuron physiology, and naturally moves to neuronal networks. A division is focused on the development of neurons and neuronal systems and the book closes on a series of methodological chapters. From the molecules to the organ, thinking at the level of systems is transforming biology and its impact on society. This book will help the reader to hop on the train directly in the tank engine.


Book Synopsis Computational Systems Neurobiology by : N. Le Novère

Download or read book Computational Systems Neurobiology written by N. Le Novère and published by Springer Science & Business Media. This book was released on 2012-07-20 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational neurosciences and systems biology are among the main domains of life science research where mathematical modeling made a difference. This book introduces the many different types of computational studies one can develop to study neuronal systems. It is aimed at undergraduate students starting their research in computational neurobiology or more senior researchers who would like, or need, to move towards computational approaches. Based on their specific project, the readers would then move to one of the more specialized excellent textbooks available in the field. The first part of the book deals with molecular systems biology. Functional genomics is introduced through examples of transcriptomics and proteomics studies of neurobiological interest. Quantitative modelling of biochemical systems is presented in homogeneous compartments and using spatial descriptions. A second part deals with the various approaches to model single neuron physiology, and naturally moves to neuronal networks. A division is focused on the development of neurons and neuronal systems and the book closes on a series of methodological chapters. From the molecules to the organ, thinking at the level of systems is transforming biology and its impact on society. This book will help the reader to hop on the train directly in the tank engine.

Combining Artificial Neural Nets

Combining Artificial Neural Nets

Author: Amanda J.C. Sharkey

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 300

ISBN-13: 1447107934

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This volume, written by leading researchers, presents methods of combining neural nets to improve their performance. The techniques include ensemble-based approaches, where a variety of methods are used to create a set of different nets trained on the same task, and modular approaches, where a task is decomposed into simpler problems. The techniques are also accompanied by an evaluation of their relative effectiveness and their application to a variety of problems.


Book Synopsis Combining Artificial Neural Nets by : Amanda J.C. Sharkey

Download or read book Combining Artificial Neural Nets written by Amanda J.C. Sharkey and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, written by leading researchers, presents methods of combining neural nets to improve their performance. The techniques include ensemble-based approaches, where a variety of methods are used to create a set of different nets trained on the same task, and modular approaches, where a task is decomposed into simpler problems. The techniques are also accompanied by an evaluation of their relative effectiveness and their application to a variety of problems.