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The Resource Dynamic brain - from neural spikes to behaviors : 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, revised lectures, Maria Marinaro, Silvia Scarpetta, Yoko Yamaguchi, eds

Dynamic brain - from neural spikes to behaviors : 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, revised lectures, Maria Marinaro, Silvia Scarpetta, Yoko Yamaguchi, eds

Creator
Contributor
Summary
This book is devoted to graduate students and researchers with different scientific background (including physics, mathematics, biology, neuroscience, etc.) who wish to learn brain science beyond the boundary of their fields. The volume presents 12 thoroughly revised tutorial papers based on lectures given by leading researchers at the 12th International Summer School on Neural Networks in Erice, Italy, in December 2007. The 12 invited and contributed papers presented provide primarily high-level tutorial coverage of the fields related to neuraldynamics, reporting recent experimental and theoretical results investigating the role of collective dynamics in hippocampal and parahippocampal regions and in the mammalian olfactory system. The book is divided into topical sections on hippocampus and neural oscillations, dynamics in olfactory system and behaviour, correlation structure of spiking trains, and neural network theories on associative memory
Language
eng
Work
Publication
Extent
1 online resource.
Contents
  • Hippocampus and Neural Oscillations
  • The Brain Computation Based on Synchronization of Nonlinear Oscillations: On Theta Rhythms in Rat Hippocampus and Human Scalp EEG
  • Theta Phase Coding in Human Hippocampus: A Combined Approach of a Computational Model and Human Brain Activity Analyses
  • Mechanisms for Memory-Guided Behavior Involving Persistent Firing and Theta Rhythm Oscillations in the Entorhinal Cortex
  • Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule
  • A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current
  • Dynamics in Olfactory System and Behaviour
  • Dynamical Architecture of the Mammalian Olfactory System
  • From Behaviour to Brain Dynamics
  • Correlation Structure of Spiking Trains
  • Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data
  • Comparing Kurtosis Score to Traditional Statistical Metrics for Characterizing the Structure in Neural Ensemble Activity
  • Neural Network Theories on Associative Memory
  • Pioneeristic Works on Neuronal Nets: A Short History
  • Place-Field and Memory Formation in the Hippocampus
  • Improving Recall in an Associative Neural Network of Spiking Neurons
Isbn
9783540888536
Instance
Label
Dynamic brain - from neural spikes to behaviors : 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, revised lectures
Title
Dynamic brain - from neural spikes to behaviors
Title remainder
12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, revised lectures
Statement of responsibility
Maria Marinaro, Silvia Scarpetta, Yoko Yamaguchi, eds
Creator
Contributor
Subject
Genre
Language
eng
Summary
This book is devoted to graduate students and researchers with different scientific background (including physics, mathematics, biology, neuroscience, etc.) who wish to learn brain science beyond the boundary of their fields. The volume presents 12 thoroughly revised tutorial papers based on lectures given by leading researchers at the 12th International Summer School on Neural Networks in Erice, Italy, in December 2007. The 12 invited and contributed papers presented provide primarily high-level tutorial coverage of the fields related to neuraldynamics, reporting recent experimental and theoretical results investigating the role of collective dynamics in hippocampal and parahippocampal regions and in the mammalian olfactory system. The book is divided into topical sections on hippocampus and neural oscillations, dynamics in olfactory system and behaviour, correlation structure of spiking trains, and neural network theories on associative memory
Member of
Cataloging source
GW5XE
Dewey number
573.8/5
Index
index present
LC call number
QP363.3
LC item number
.I58 2008eb
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2007
http://bibfra.me/vocab/lite/meetingName
International Summer School on Neural Networks
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Marinaro, M
  • Scarpetta, Silvia
  • Yamaguchi, Yoko
Series statement
  • Lecture notes in computer science,
  • LNCS sublibrary. SL 1, Theoretical computer science and general issues
Series volume
5286
http://library.link/vocab/subjectName
  • Neural networks (Neurobiology)
  • Brain
  • Neural networks (Neurobiology)
  • Brain
  • Informatique
  • Brain
  • Neural networks (Neurobiology)
Label
Dynamic brain - from neural spikes to behaviors : 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, revised lectures, Maria Marinaro, Silvia Scarpetta, Yoko Yamaguchi, eds
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Hippocampus and Neural Oscillations -- The Brain Computation Based on Synchronization of Nonlinear Oscillations: On Theta Rhythms in Rat Hippocampus and Human Scalp EEG -- Theta Phase Coding in Human Hippocampus: A Combined Approach of a Computational Model and Human Brain Activity Analyses -- Mechanisms for Memory-Guided Behavior Involving Persistent Firing and Theta Rhythm Oscillations in the Entorhinal Cortex -- Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule -- A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current -- Dynamics in Olfactory System and Behaviour -- Dynamical Architecture of the Mammalian Olfactory System -- From Behaviour to Brain Dynamics -- Correlation Structure of Spiking Trains -- Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data -- Comparing Kurtosis Score to Traditional Statistical Metrics for Characterizing the Structure in Neural Ensemble Activity -- Neural Network Theories on Associative Memory -- Pioneeristic Works on Neuronal Nets: A Short History -- Place-Field and Memory Formation in the Hippocampus -- Improving Recall in an Associative Neural Network of Spiking Neurons
Control code
304495034
Dimensions
unknown
Extent
1 online resource.
Form of item
online
Isbn
9783540888536
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-88853-6
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-88852-9
Specific material designation
remote
System control number
(OCoLC)304495034
Label
Dynamic brain - from neural spikes to behaviors : 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, revised lectures, Maria Marinaro, Silvia Scarpetta, Yoko Yamaguchi, eds
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Hippocampus and Neural Oscillations -- The Brain Computation Based on Synchronization of Nonlinear Oscillations: On Theta Rhythms in Rat Hippocampus and Human Scalp EEG -- Theta Phase Coding in Human Hippocampus: A Combined Approach of a Computational Model and Human Brain Activity Analyses -- Mechanisms for Memory-Guided Behavior Involving Persistent Firing and Theta Rhythm Oscillations in the Entorhinal Cortex -- Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule -- A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current -- Dynamics in Olfactory System and Behaviour -- Dynamical Architecture of the Mammalian Olfactory System -- From Behaviour to Brain Dynamics -- Correlation Structure of Spiking Trains -- Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data -- Comparing Kurtosis Score to Traditional Statistical Metrics for Characterizing the Structure in Neural Ensemble Activity -- Neural Network Theories on Associative Memory -- Pioneeristic Works on Neuronal Nets: A Short History -- Place-Field and Memory Formation in the Hippocampus -- Improving Recall in an Associative Neural Network of Spiking Neurons
Control code
304495034
Dimensions
unknown
Extent
1 online resource.
Form of item
online
Isbn
9783540888536
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-88853-6
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-88852-9
Specific material designation
remote
System control number
(OCoLC)304495034

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