Mental-tasks based brain–computer interfaces (MT-BCIs) allow their users to interact with an
external device solely by using brain signals produced through mental tasks. While MT-BCIs …

OBJECTIVE: The study aimed to improve brain–computer interface (BCI)-usability by using
distinct control strategies and evaluating performance, brain activity and psychological …

Practical issues such as accuracy with various subjects, number of sensors, and time for
training are important problems of existing brain-computer interface (BCI) systems. In this …

Many classification algorithms have been developed to distinguish brain activity states
during different mental tasks. Although these algorithms achieve good results, they require …

This paper investigates the characterization ability of linear and nonlinear features and
proposes combining such features in order to improve the classification of biological signals …

Abstract A Brain-Computer Interface (BCI) is a system that aims to create a direct
communication channel between the brain and a computer, with the purpose of transmitting …

This paper illustrates a motor imagery BCI-based robotic arm system. To control a robot arm
with multiple freedoms, BCI system should provide multi-commands. We build a novel MI …

Brain-computer interfaces (BCIs) have advanced rapidly in the last several years, and can
now provide many useful command and control features to a wide variety of users–if an …

In this article, we develop moderate deviation functions to measure similarity and
dissimilarity among a set of given interval-valued data to construct interval-valued …

The preceding chapters in this book described modern BCI systems. This concluding
chapter instead discusses future directions. While there are some specific predictions, I …