The Resource Computational Neuroscience, edited by Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos, (electronic resource)

Computational Neuroscience, edited by Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos, (electronic resource)

Label
Computational Neuroscience
Title
Computational Neuroscience
Statement of responsibility
edited by Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
The human brain is among the most complex systems known to mankind. Neuroscientists seek to understand brain function through detailed analysis of neuronal excitability and synaptic transmission. Only in the last few years has it become feasible to capture simultaneous responses from a large enough number of neurons to empirically test the theories of human brain function computationally. This book is comprised of state-of-the-art experiments and computational techniques that provide new insights and improve our understanding of the human brain. This volume includes contributions from diverse disciplines including electrical engineering, biomedical engineering, industrial engineering, and medicine, bridging a vital gap between the mathematical sciences and neuroscience research. Covering a wide range of research topics, this volume demonstrates how various methods from data mining, signal processing, optimization and cutting-edge medical techniques can be used to tackle the most challenging problems in modern neuroscience. The results presented in this book are of great interest and value to scientists, graduate students, researchers and medical practitioners interested in the most recent developments in computational neuroscience
Member of
Is Subseries of
Dewey number
612.80151
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • imNNyGDoD7Q
  • rpbZrebOiSk
  • 8btZRejQm8I
Language note
English
LC call number
RC321-580
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Chaovalitwongse, Wanpracha.
  • Pardalos, Panos M.
  • Xanthopoulos, Petros.
Series statement
Springer Optimization and Its Applications,
Series volume
38
http://library.link/vocab/subjectName
  • Neurosciences
  • Medical records
  • Biomedical engineering
  • Computer science
  • Neurosciences
  • Health Informatics
  • Biomedical Engineering and Bioengineering
  • Computational Mathematics and Numerical Analysis
  • Mathematical Modeling and Industrial Mathematics
Label
Computational Neuroscience, edited by Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Data Mining -- Optimization in Reproducing Kernel Hilbert Spaces of Spike Trains -- Investigating Functional Cooperation in the Human Brain Using Simple Graph-Theoretic Methods -- Methodological Framework for EEG Feature Selection Based on Spectral and Temporal Profiles -- Blind Source Separation of Concurrent Disease-Related Patterns from EEG in Creutzfeldt–Jakob Disease for Assisting Early Diagnosis -- Comparison of Supervised Classification Methods with Various Data Preprocessing Procedures for Activation Detection in fMRI Data -- Recent Advances of Data Biclustering with Application in Computational Neuroscience -- A Genetic Classifier Account for the Regulation of Expression -- Modeling -- Neuroelectromagnetic Source Imaging of Brain Dynamics -- Optimization in Brain? - Modeling Human Behavior and Brain Activation Patterns with Queuing Network and Reinforcement Learning Algorithms -- Neural Network Modeling of Voluntary Single-Joint Movement Organization I. Normal Conditions -- Neural Network Modeling of Voluntary Single-Joint Movement Organization II. Parkinson’s Disease -- Parametric Modeling Analysis of Optical Imaging Data on Neuronal Activities in the Brain -- Advances Toward Closed-Loop Deep Brain Stimulation -- Molecule-Inspired Methods for Coarse-Grain Multi-System Optimization -- Brain Dynamics/Synchronization -- A Robust Estimation of Information Flow in Coupled Nonlinear Systems -- An Optimization Approach for Finding a Spectrum of Lyapunov Exponents -- Dynamical Analysis of the EEG and Treatment of Human Status Epilepticus by Antiepileptic Drugs -- Analysis of Multichannel EEG Recordings Based on Generalized Phase Synchronization and Cointegrated VAR -- Antiepileptic Therapy Reduces Coupling Strength Among Brain Cortical Regions in Patients with Unverricht–Lundborg Disease: A Pilot Study -- Seizure Monitoring and Alert System for Brain Monitoring in an Intensive Care Unit
Dimensions
unknown
Edition
1st ed. 2010.
Extent
1 online resource (369 p.)
Form of item
online
Isbn
9786612927935
Media category
computer
Media type code
  • c
Other control number
10.1007/978-0-387-88630-5
Specific material designation
remote
System control number
  • (CKB)2550000000015789
  • (EBL)603251
  • (OCoLC)663096495
  • (SSID)ssj0000414610
  • (PQKBManifestationID)11285007
  • (PQKBTitleCode)TC0000414610
  • (PQKBWorkID)10408495
  • (PQKB)11083736
  • (DE-He213)978-0-387-88630-5
  • (MiAaPQ)EBC603251
  • (EXLCZ)992550000000015789
Label
Computational Neuroscience, edited by Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Data Mining -- Optimization in Reproducing Kernel Hilbert Spaces of Spike Trains -- Investigating Functional Cooperation in the Human Brain Using Simple Graph-Theoretic Methods -- Methodological Framework for EEG Feature Selection Based on Spectral and Temporal Profiles -- Blind Source Separation of Concurrent Disease-Related Patterns from EEG in Creutzfeldt–Jakob Disease for Assisting Early Diagnosis -- Comparison of Supervised Classification Methods with Various Data Preprocessing Procedures for Activation Detection in fMRI Data -- Recent Advances of Data Biclustering with Application in Computational Neuroscience -- A Genetic Classifier Account for the Regulation of Expression -- Modeling -- Neuroelectromagnetic Source Imaging of Brain Dynamics -- Optimization in Brain? - Modeling Human Behavior and Brain Activation Patterns with Queuing Network and Reinforcement Learning Algorithms -- Neural Network Modeling of Voluntary Single-Joint Movement Organization I. Normal Conditions -- Neural Network Modeling of Voluntary Single-Joint Movement Organization II. Parkinson’s Disease -- Parametric Modeling Analysis of Optical Imaging Data on Neuronal Activities in the Brain -- Advances Toward Closed-Loop Deep Brain Stimulation -- Molecule-Inspired Methods for Coarse-Grain Multi-System Optimization -- Brain Dynamics/Synchronization -- A Robust Estimation of Information Flow in Coupled Nonlinear Systems -- An Optimization Approach for Finding a Spectrum of Lyapunov Exponents -- Dynamical Analysis of the EEG and Treatment of Human Status Epilepticus by Antiepileptic Drugs -- Analysis of Multichannel EEG Recordings Based on Generalized Phase Synchronization and Cointegrated VAR -- Antiepileptic Therapy Reduces Coupling Strength Among Brain Cortical Regions in Patients with Unverricht–Lundborg Disease: A Pilot Study -- Seizure Monitoring and Alert System for Brain Monitoring in an Intensive Care Unit
Dimensions
unknown
Edition
1st ed. 2010.
Extent
1 online resource (369 p.)
Form of item
online
Isbn
9786612927935
Media category
computer
Media type code
  • c
Other control number
10.1007/978-0-387-88630-5
Specific material designation
remote
System control number
  • (CKB)2550000000015789
  • (EBL)603251
  • (OCoLC)663096495
  • (SSID)ssj0000414610
  • (PQKBManifestationID)11285007
  • (PQKBTitleCode)TC0000414610
  • (PQKBWorkID)10408495
  • (PQKB)11083736
  • (DE-He213)978-0-387-88630-5
  • (MiAaPQ)EBC603251
  • (EXLCZ)992550000000015789

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