Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detecti… Mehr…
Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate. The intended readership is students and researchers from many disciplines, including neuroscience, biology, physics, and computer science, interested in how an interdisciplinary framework from biology advanced statistics and computational neuroscience can be used to gather a quantitative understanding of cortical function. Experimentalists may gain insight into statistical and neuronal modeling techniques, whereas theoreticians will find an introductory treatment of neuroanatomy, neurophysiology, and measurement techniques. Bücher > Fremdsprachige Bücher > Englische Bücher 240 x 160 x 15 mm , Springer Netherland, Taschenbuch, Springer Netherland<
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[EAN: 9781402004360], Neubuch, [PU: Springer Netherlands], ANATOMY; BIOLOGICALLYINSPIRED; COMPUTATIONALNEUROSCIENCE; CORTEX; IMAGEANALYSIS; KNOWLEDGE; LEARNING; LEARNINGTHEORY; NEURONS; NEUROPHYSIOLOGY; NEUROSCIENCE; PHYSIOLOGY, Druck auf Anfrage Neuware -Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate. 288 pp. Englisch, Books<
[EAN: 9781402004360], Neubuch, [PU: Springer Netherlands], ANATOMY BIOLOGICALLYINSPIRED COMPUTATIONALNEUROSCIENCE CORTEX IMAGEANALYSIS KNOWLEDGE LEARNING LEARNINGTHEORY NEURONS NEUROPHYSIOLOGY NEUROSCIENCE PHYSIOLOGY MEDIZIN KLINISCHE FäCHER BIOLOGICALLY INSPIRED COMPUTATIONAL, Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-mi., Books<
[ED: Kartoniert / Broschiert], [PU: Springer Netherlands], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Exploration of Cortical Functio… Mehr…
[ED: Kartoniert / Broschiert], [PU: Springer Netherlands], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Top, DE, [SC: 0.00], Neuware, gewerbliches Angebot, Taschenbuch, 269, [GW: 491g], 1. Auflage, Banküberweisung, PayPal<
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(*) Derzeit vergriffen bedeutet, dass dieser Titel momentan auf keiner der angeschlossenen Plattform verfügbar ist.
Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detecti… Mehr…
Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate. The intended readership is students and researchers from many disciplines, including neuroscience, biology, physics, and computer science, interested in how an interdisciplinary framework from biology advanced statistics and computational neuroscience can be used to gather a quantitative understanding of cortical function. Experimentalists may gain insight into statistical and neuronal modeling techniques, whereas theoreticians will find an introductory treatment of neuroanatomy, neurophysiology, and measurement techniques. Bücher > Fremdsprachige Bücher > Englische Bücher 240 x 160 x 15 mm , Springer Netherland, Taschenbuch, Springer Netherland<
Nr. A1000783528. Versandkosten:Lieferzeiten außerhalb der Schweiz 3 bis 21 Werktage, , Versandfertig innert 4 - 7 Werktagen, zzgl. Versandkosten. (EUR 18.53)
[EAN: 9781402004360], Neubuch, [PU: Springer Netherlands], ANATOMY; BIOLOGICALLYINSPIRED; COMPUTATIONALNEUROSCIENCE; CORTEX; IMAGEANALYSIS; KNOWLEDGE; LEARNING; LEARNINGTHEORY; NEURONS; NEUROPHYSIOLOGY; NEUROSCIENCE; PHYSIOLOGY, Druck auf Anfrage Neuware -Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate. 288 pp. Englisch, Books<
[EAN: 9781402004360], Neubuch, [PU: Springer Netherlands], ANATOMY BIOLOGICALLYINSPIRED COMPUTATIONALNEUROSCIENCE CORTEX IMAGEANALYSIS KNOWLEDGE LEARNING LEARNINGTHEORY NEURONS NEUROPHYSIOLOGY NEUROSCIENCE PHYSIOLOGY MEDIZIN KLINISCHE FäCHER BIOLOGICALLY INSPIRED COMPUTATIONAL, Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-mi., Books<
[ED: Kartoniert / Broschiert], [PU: Springer Netherlands], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Exploration of Cortical Functio… Mehr…
[ED: Kartoniert / Broschiert], [PU: Springer Netherlands], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Top, DE, [SC: 0.00], Neuware, gewerbliches Angebot, Taschenbuch, 269, [GW: 491g], 1. Auflage, Banküberweisung, PayPal<
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Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate.
Detailangaben zum Buch - Exploration of Cortical Function: Imaging and Modeling Cortical Population Coding Strategies
EAN (ISBN-13): 9781402004360 ISBN (ISBN-10): 1402004362 Taschenbuch Erscheinungsjahr: 2002 Herausgeber: Springer 288 Seiten Gewicht: 0,491 kg Sprache: eng/Englisch
Buch in der Datenbank seit 2007-04-24T05:28:12+02:00 (Berlin) Detailseite zuletzt geändert am 2023-01-20T11:15:08+01:00 (Berlin) ISBN/EAN: 9781402004360
ISBN - alternative Schreibweisen: 1-4020-0436-2, 978-1-4020-0436-0 Alternative Schreibweisen und verwandte Suchbegriffe: Autor des Buches: harrison, stetter martin Titel des Buches: introducing shakespeare, imaging, exploration, model strategie, population zero, cortica
Daten vom Verlag:
Autor/in: M. Stetter Titel: Exploration of Cortical Function - Imaging and Modeling Cortical Population Coding Strategies Verlag: Springer; Springer Netherland 269 Seiten Erscheinungsjahr: 2002-01-31 Dordrecht; NL Sprache: Englisch 160,49 € (DE) 164,99 € (AT) 177,00 CHF (CH) Available XV, 269 p.
1. Introduction.- 2. Neurons and Neuronal Signal.- 1 Overview.- 2 The Resting Potential.- 3 Passive Signal Propagation in Dendrites.- 4 Active Propagation of Spikes.- 5 Synaptic Transmission and Plasticity.- 3 The Early Visual System of Macaque Monkeys.- 1 Anatomy of the Early Visual Pathway.- 2 Physiology of the Early Visual Pathway.- 4 Optical Imaging of Brain Activity.- 1 Principles of Optical Imaging.- 2 Monte-Carlo Simulation of Optical Imaging.- 3 Results for Simulated Video Imaging.- 4 Simulated Scanning Laser Optical Imaging.- 5 Optical Imaging as Source Separation Problem.- 1 Formulation of the Source Separation Task.- 2 Heuristic Methods for Source Separation.- 6 Regression Methods for Source Separation.- 1 General Linear Models.- 2 Nonlinear Parametric Models.- 7 Projection Methods for Source Separation.- 1 Principle.- 2 Principal Component Analysis.- 3 Independent Component Analysis.- 4 Second Order Decorrelation Methods.- 5 Examples and Benchmarks.- 8 Real World Applications of Source Separation Techniques.- 1 Nonlinear Model-Analysis of Calcium Imaging Signals.- 2 PCA for Optical Imaging of Intrinsic Signals.- 3 ESD for Optical Imaging Data.- 4 Concluding Remarks.- 9 Computational Models of Early Vision.- 1 Why Computational Models?.- 2 Statistics of Natural Images.- 3 Compact Coding.- 4 Factorial Codes.- 5 Sparse Distributed Coding.- 10 Mean-Field Modeling of Cortical Function.- 1 Iceberg-Model of Orientation Selectivity.- 2 Mean-Field Model of Neuronal Population Activity.- 3 Modeling Orientation Selectivity with two Cell Types.- 4 Modeling Contrast Saturation with two Cell Types.- 5 Hypercolumns with Multiple Populations.- 6 Mean-Field Modeling of Contextual Effects.- 7 Concluding Remarks.- References.
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