Brain-Computer Interface Research: A State-Of-The-Art Summary 4

ISBN-13: 9783319251882 / Angielski / Miękka / 2015 / 133 str.

Christoph Guger; Gernot Muller-Putz; Brendan Allison

Opis

This book describes ten of the most promising brain-computer-interface (BCI) projects to have emerged in recent years. BCI research is developing quickly, with many new ideas, research groups, and improved technologies. BCIs enable people to communicate just by thinking - without any movement at all. Several different groups have helped severely disabled users communicate with BCIs, and BCI technology is also being extended to facilitate recovery from stroke, epilepsy, and other conditions. Each year, hundreds of the top BCI scientists, engineers, doctors, and other visionaries compete for the most prestigious honor in the BCI research community: the annual BCI Award. The 2014 BCI Award competition was again competitive, with 69 research groups vying for a nomination. This book summarizes the 2014 BCI Award, including the ten projects that were nominated, the winner, and analyses and discussions of the submitted projects and how they reflect general trends in BCI development. Each of these ten groups provides a chapter summarizing their nominated project, including an introduction, description of methods, results, and newer work completed after the project was submitted. Hence, this book provides a cutting-edge overview of the newest BCI research trends, from top groups, in an easy to read format with numerous supporting pictures, graphs, and figures.

Spis treści

Brain-Computer Interface Resesarch: A State-of-the-Art Summary 4 (C. Guger, B. Z. Allison, G. R. Müller-Putz).- Airborne Ultrasonic Tactile Display BCI (K. Hamada).- Semi-autonomous Hybrid Brain-Machine Interface (D. McMullen).- Towards an Auditory Attention BCI (P. Brunner).- Real-time Mapping of Natural Speech in Children with Drug-resistant Epilepsy (R. Arya).- Heterogeneous BCI- Triggered Functional Electrical Stimulation Intervention for the Upper-Limb Rehabilitation of Stroke Patients (J. Ibáñez).- Brain-Computer Interfaces for Communication and Rehabilitation Using Intracortical Neuronal Activity from the Prefrontal Cortex and Basal Ganglia in Humans (C. B. Boulay).- Neurofeedback Training with a Motor Imagery-based BCI Improves Neurocognitive Functions in Elderly People (J. Gomez-Pilar).- ALS Population Assessment of a Dynamic Stopping Algorithm Implementation for P300 Spellers (B. Mainsah).- Near-Instantaneous Classification of Perceptual States from Cortical Surface Recordings ( K. J. Miller).- The Changing Brain: Bidirectional Learning Between Algorithm and User (N. Mrachacz-Kersting.- Recent Advances in Brain-Computer Interface Research - A Summary of the BCI Award 2014 and BCI Research Trends (C. Guger, B. Z. Allison, G. R. Müller-Putz).

O autorze

Christoph Guger has been active in brain-computer interface development for more than 15 years and involved in international research projects. His company g.tec medical engineering GmbH is an important supplier of this technology on the international market.

Brendan Allison developed many different types of brain-computer interfaces in his carrier and lately worked on hybrid BCIs. He did pioneering work with the P300 speller and motor imagery based systems.

Gernot Müller-Putz is leading the brain-computer interface group of the University of Technology in Graz which is one of the pioneering and most active groups worldwide.