Computational Intelligence and Neuroscience

The Neuroelectromagnetic Inverse Problem and the Zero Dipole Localization Error

Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration

Seizure (Ictal)—EEG Characteristics in Subgroups of Depressive Disorder in Patients Receiving Electroconvulsive Therapy (ECT)—A Preliminary Study and Multivariate Approach

Dimensionality Reduction and Channel Selection of Motor Imagery Electroencephalographic Data

Information Infrastructure for Cooperative Research in Neuroscience

Bayesian Inference for Nonnegative Matrix Factorisation Models

Some Computational Aspects of the Brain Computer Interfaces Based on Inner Music

Unsupervised Learning of Overlapping Image Components Using Divisive Input Modulation

Discrimination of Motor Imagery-Induced EEG Patterns in Patients with Complete Spinal Cord Injury

A Robust and Self-Paced BCI System Based on a Four Class SSVEP Paradigm: Algorithms and Protocols for a High-Transfer-Rate Direct Brain Communication

Parametric and Nonparametric EEG Analysis for the Evaluation of EEG Activity in Young Children with Controlled Epilepsy

Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems

Advances in Nonnegative Matrix and Tensor Factorization

A Novel Design of 4-Class BCI Using Two Binary Classifiers and Parallel Mental Tasks

Pattern Expression Nonnegative Matrix Factorization: Algorithm and Applications to Blind Source Separation

Computational Intelligence and Neuroscience

Table of Contents

Table of Contents

The Neuroelectromagnetic Inverse Problem and the Zero Dipole Localization Error

Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration

Seizure (Ictal)—EEG Characteristics in Subgroups of Depressive Disorder in Patients Receiving Electroconvulsive Therapy (ECT)—A Preliminary Study and Multivariate Approach

Dimensionality Reduction and Channel Selection of Motor Imagery Electroencephalographic Data

Information Infrastructure for Cooperative Research in Neuroscience

Bayesian Inference for Nonnegative Matrix Factorisation Models

Some Computational Aspects of the Brain Computer Interfaces Based on Inner Music

Unsupervised Learning of Overlapping Image Components Using Divisive Input Modulation

Discrimination of Motor Imagery-Induced EEG Patterns in Patients with Complete Spinal Cord Injury

A Robust and Self-Paced BCI System Based on a Four Class SSVEP Paradigm: Algorithms and Protocols for a High-Transfer-Rate Direct Brain Communication

Parametric and Nonparametric EEG Analysis for the Evaluation of EEG Activity in Young Children with Controlled Epilepsy

Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems

Advances in Nonnegative Matrix and Tensor Factorization

A Novel Design of 4-Class BCI Using Two Binary Classifiers and Parallel Mental Tasks

Pattern Expression Nonnegative Matrix Factorization: Algorithm and Applications to Blind Source Separation