Computational Neuroscience

Edited by Wanpracha Chaovalitwongse (), Panos M. Pardalos () and Petros Xanthopoulos ()

in Springer Optimization and Its Applications from Springer, currently edited by Pardalos, Panos, Thai, My T. and Du, Ding-Zhu

Date: 2010
ISBN: 978-0-387-88630-5
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Chapters in this book:

Ch Chapter 1 Optimization in Reproducing Kernel Hilbert Spaces of Spike Trains

António R.C. Paiva, Il Park and José C. Príncipe

Ch Chapter 10 Neural Network Modeling of Voluntary Single-Joint Movement Organization I. Normal Conditions

Vassilis Cutsuridis

Ch Chapter 11 Neural Network Modeling of Voluntary Single-Joint Movement Organization II. Parkinson’s Disease

Vassilis Cutsuridis

Ch Chapter 12 Parametric Modeling Analysis of Optical Imaging Data on Neuronal Activities in the Brain

Shigeharu Kawai, Yositaka Oku, Yasumasa Okada, Fumikazu Miwakeichi, Makio Ishiguro and Yoshiyasu Tamura

Ch Chapter 13 Advances Toward Closed-Loop Deep Brain Stimulation

Stathis S. Leondopulos and Evangelia Micheli-Tzanakou

Ch Chapter 14 Molecule-Inspired Methods for Coarse-Grain Multi-System Optimization

Max H. Garzon and Andrew J. Neel

Ch Chapter 15 A Robust Estimation of Information Flow in Coupled Nonlinear Systems

Shivkumar Sabesan, Konstantinos Tsakalis, Andreas Spanias and Leon Iasemidis

Ch Chapter 16 An Optimization Approach for Finding a Spectrum of Lyapunov Exponents

Panos M. Pardalos, Vitaliy A. Yatsenko, Alexandre Messo, Altannar Chinchuluun and Petros Xanthopoulos

Ch Chapter 17 Dynamical Analysis of the EEG and Treatment of Human Status Epilepticus by Antiepileptic Drugs

Aaron Faith, Shivkumar Sabesan, Norman Wang, David Treiman, Joseph Sirven, Konstantinos Tsakalis and Leon Iasemidis

Ch Chapter 18 Analysis of Multichannel EEG Recordings Based on Generalized Phase Synchronization and Cointegrated VAR

Alla R. Kammerdiner and Panos M. Pardalos

Ch Chapter 19 Antiepileptic Therapy Reduces Coupling Strength Among Brain Cortical Regions in Patients with Unverricht–Lundborg Disease: A Pilot Study

Chang-Chia Liu, Petros Xanthopoulos, Vera Tomaino, Kazutaka Kobayashi, Basim M. Uthman and Panos M. Pardalos

Ch Chapter 2 Investigating Functional Cooperation in the Human Brain Using Simple Graph-Theoretic Methods

Michael L. Anderson, Joan Brumbaugh and Aysu Şuben

Ch Chapter 20 Seizure Monitoring and Alert System for Brain Monitoring in an Intensive Care Unit

J. Chris Sackellares, Deng-Shan Shiau, Alla R. Kammerdiner and Panos M. Pardalos

Ch Chapter 3 Methodological Framework for EEG Feature Selection Based on Spectral and Temporal Profiles

Vangelis Sakkalis and Michalis Zervakis

Ch Chapter 4 Blind Source Separation of Concurrent Disease-Related Patterns from EEG in Creutzfeldt–Jakob Disease for Assisting Early Diagnosis

Chih-I Hung, Po-Shan Wang, Bing-Wen Soong, Shin Teng, Jen-Chuen Hsieh and Yu-Te Wu

Ch Chapter 5 Comparison of Supervised Classification Methods with Various Data Preprocessing Procedures for Activation Detection in fMRI Data

Mahdi Ramezani and Emad Fatemizadeh

Ch Chapter 6 Recent Advances of Data Biclustering with Application in Computational Neuroscience

Neng Fan, Nikita Boyko and Panos M. Pardalos

Ch Chapter 7 A Genetic Classifier Account for the Regulation of Expression

Tsvi Achler and Eyal Amir

Ch Chapter 8 Neuroelectromagnetic Source Imaging of Brain Dynamics

Rey R. Ramírez, David Wipf and Sylvain Baillet

Ch Chapter 9 Optimization in Brain? - Modeling Human Behavior and Brain Activation Patterns with Queuing Network and Reinforcement Learning Algorithms

Changxu Wu, Marc Berman and Yili Liu

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DOI: 10.1007/978-0-387-88630-5

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