Download A Practical Guide to Brain–Computer Interfacing with by Gerwin Schalk, Jürgen Mellinger PDF

By Gerwin Schalk, Jürgen Mellinger

This functional advisor to winning Brain-Computer Interface (BCI) experiments, makes use of the general-purpose software program platform BCI2000. It offers accomplished introductory and intermediate thoughts of all suitable elements touching on universal BCI experiments.

Opening with a common creation to the rules of BCI operation, mind sign acquisition utilizing types of sensors, BCI sign processing (including universal characteristic extraction and have translation methods), and gadget output, this normal advent to BCI study is by way of an advent to the BCI2000 software program platform, together with a step-by step journey and step by step tutorials for utilizing BCI2000 with sensorimotor rhythms and P300 evoked potentials. complicated strategies are mentioned and a programming reference and routines incorporated. there's a part for commonly asked questions and technical references.

Graduate scholars and postdoctoral affiliates getting begun with BCI learn and/or using BCI2000 will locate this ebook very beneficial. The tutorials and routines also will turn out helpful for extra examining and for lab assignments in classes on BCI research.

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Read or Download A Practical Guide to Brain–Computer Interfacing with BCI2000: General-Purpose Software for Brain–Computer Interface Research, Data Acquisition, Stimulus Presentation, and Brain Monitoring PDF

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Additional info for A Practical Guide to Brain–Computer Interfacing with BCI2000: General-Purpose Software for Brain–Computer Interface Research, Data Acquisition, Stimulus Presentation, and Brain Monitoring

Example text

Rehabil. Eng. 11(3), 276–281 (2003) 29. : Real-time EEG analysis with subject-specific spatial patterns for a brain–computer interface (BCI). IEEE Trans. Rehabil. Eng. 8(4), 447–456 (2000) 30. : SVM-based recursive feature elimination to compare phase synchronization computed from broadband and narrowband EEG signals in brain–computer interfaces. Signal Process. 85(11), 2178–2189 (2005) 31. : Principles for transformation of scalp EEG from potential field into source distribution. J. Clin. Neurophysiol.

This background sets the stage for an introduction to the BCI2000 system, and a tour through its most important features. This is followed by user and programming tutorials, as well as a discussion of advanced concepts and exercises. The book is completed with a comprehensive technical reference. We use several text conventions in this book when we describe BCI2000 or give step-by-step instructions. These conventions are described briefly here. • Menu items in BCI2000 or other programs are shown as File.

An eye movement communication–control system for the disabled. IEEE Trans. Biomed. Eng. 37, 1215–1220 (1990) 18. : An EEG-based method for graded cursor control. Psychobiol. 21, 77–81 (1993) 19. Millán, J. : Noninvasive brain-actuated control of a mobile robot by human EEG. IEEE Trans. Biomed. Eng. 51(6), 1026–1033 (2004) 20. : Toward noninvasive brain–computer interfaces. IEEE Signal Process. Mag. 23(5), 126–128 (2006) 21. : Brain–computer interface – a new communication device for handicapped persons.

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