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Recent Advances in Brain-Computer Interface Systems
Edited by Reza Fazel-Rezai, ISBN 978-953-307-175-6, Hard cover, 222 pages, Publisher: InTech, Published: February 04, 2011 under CC BY-NC-SA 3.0 license, in subject Human-Computer Interaction
DOI: 10.5772/579
Brain Computer Interface (BCI) technology provides a direct electronic interface and can convey messages and commands directly from the human brain to a computer. BCI technology involves monitoring conscious brain electrical activity via electroencephalogram (EEG) signals and detecting characteristics of EEG patterns via digital signal processing algorithms that the user generates to communicate. It has the potential to enable the physically disabled to perform many activities, thus improving their quality of life and productivity, allowing them more independence and reducing social costs. The challenge with BCI, however, is to extract the relevant patterns from the EEG signals produced by the brain each second. Recently, there has been a great progress in the development of novel paradigms for EEG signal recording, advanced methods for processing them, new applications for BCI systems and complete software and hardware packages used for BCI applications. In this book a few recent advances in these areas are discussed.
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Book contents
- Chapter 1Hardware/Software Components and Applications of BCIs
- Chapter 2Applied Advanced Classifiers for Brain Computer Interface
- Chapter 3Feature Extraction by Mutual Information Based on Minimal-Redundancy-Maximal-Relevance Criterion and Its Application to Classifying EEG Signal for Brain-Computer Interfaces
- Chapter 4P300-based Brain-Computer Interface Paradigm Design
- Chapter 5Brain Computer Interface Based on the Flash Onset and Offset Visual Evoked Potentials
- Chapter 6Usability of Transient VEPs in BCIs
- Chapter 7Visuo-Motor Tasks in a Brain-Computer Interface Analysis
- Chapter 8A Two Dimensional Brain-Computer Interface Associated with Human Natural Motor Control
- Chapter 9Advances in Non-Invasive Brain Computer Interfaces for Control and Biometry
- Chapter 10State-of-the-Art in BCI Research: BCI Award 2010
