With the continuous development of portable noninvasive human sensor technologies such
as brain–computer interfaces (BCI), multimodal emotion recognition has attracted increasing …

Functional magnetic resonance imaging (fMRI) is one of the most widely used tools to study
the neural underpinnings of human cognition. Standard analysis of fMRI data relies on a …

In many experiments several different stimuli are presented. In the experiment used to
illustrate the methods in this chapter, a subject was given a painful heat stimulus (49 C) to …

Estimates of hemodynamic response functions (HRF) are often integral parts of event-
related fMRI analyses. Although HRFs vary across individuals and brain regions, few studies …

In recent years there has been explosive growth in the number of neuroimaging studies
performed using functional Magnetic Resonance Imaging (fMRI). The field that has grown …

Most brain research to date have focused on studying the amplitude of evoked fMRI
responses, though there has recently been an increased interest in measuring onset, peak …

Oscillatory neural dynamics play an important role in the coordination of large-scale brain
networks. High-level cognitive processes depend on dynamics evolving over hundreds of …

The study of brain function is one of the most fascinating pursuits of m-ern science.
Functional neuroimaging is an important component of much of the current research in …

In this review, we first set out the general linear model (GLM) for the non technical reader, as
a tool able to do both linear regression and ANOVA within the same flexible framework. We …

Developments within the neurosciences, cognitive sciences, and social sciences have
contributed to the emergence of social neuroscience. Among the most obvious …