Chaovalitwongse, Wanpracha

Computational Neuroscience

Chaovalitwongse, Wanpracha - Computational Neuroscience, ebook


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ISBN: 9780387886305
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Table of contents

1. Optimization in Reproducing Kernel Hilbert Spaces of Spike Trains
António R.C. Paiva, Il Park, José C. Príncipe

2. Investigating Functional Cooperation in the Human Brain Using Simple Graph-Theoretic Methods
Michael L. Anderson, Joan Brumbaugh, Aysu Şuben

3. Methodological Framework for EEG Feature Selection Based on Spectral and Temporal Profiles
Vangelis Sakkalis, Michalis Zervakis

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, Yu-Te Wu

5. Comparison of Supervised Classification Methods with Various Data Preprocessing Procedures for Activation Detection in fMRI Data
Mahdi Ramezani, Emad Fatemizadeh

6. Recent Advances of Data Biclustering with Application in Computational Neuroscience
Neng Fan, Nikita Boyko, Panos M. Pardalos

7. A Genetic Classifier Account for the Regulation of Expression
Tsvi Achler, Eyal Amir

8. Neuroelectromagnetic Source Imaging of Brain Dynamics
Rey R. Ramírez, David Wipf, Sylvain Baillet

9. Optimization in Brain? - Modeling Human Behavior and Brain Activation Patterns with Queuing Network and Reinforcement Learning Algorithms
Changxu Wu, Marc Berman, Yili Liu

10. Neural Network Modeling of Voluntary Single-Joint Movement Organization I. Normal Conditions
Vassilis Cutsuridis

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

12. Parametric Modeling Analysis of Optical Imaging Data on Neuronal Activities in the Brain
Shigeharu Kawai, Yositaka Oku, Yasumasa Okada, Fumikazu Miwakeichi, Makio Ishiguro, Yoshiyasu Tamura

13. Advances Toward Closed-Loop Deep Brain Stimulation
Stathis S. Leondopulos, Evangelia Micheli-Tzanakou

14. Molecule-Inspired Methods for Coarse-Grain Multi-System Optimization
Max H. Garzon, Andrew J. Neel

15. A Robust Estimation of Information Flow in Coupled Nonlinear Systems
Shivkumar Sabesan, Konstantinos Tsakalis, Andreas Spanias, Leon Iasemidis

16. An Optimization Approach for Finding a Spectrum of Lyapunov Exponents
Panos M. Pardalos, Vitaliy A. Yatsenko, Alexandre Messo, Altannar Chinchuluun, Petros Xanthopoulos

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, Leon Iasemidis

18. Analysis of Multichannel EEG Recordings Based on Generalized Phase Synchronization and Cointegrated VAR
Alla R. Kammerdiner, Panos M. Pardalos

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, Panos M. Pardalos

20. Seizure Monitoring and Alert System for Brain Monitoring in an Intensive Care Unit
J. Chris Sackellares, Deng-Shan Shiau, Alla R. Kammerdiner, Panos M. Pardalos

Keywords: Mathematics, Computational Mathematics and Numerical Analysis, Neurosciences, Biomedical Engineering, Mathematical Modeling and Industrial Mathematics

Publication year
Springer Optimization and Its Applications
Natural Sciences

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