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Toward brain-computer interfacing / edited by Guido Dornhege [and others] ; foreword by Terrence J. Sejnowski.

Contributor(s): Dornhege, GuidoMaterial type: TextTextSeries: Neural information processing seriesPublication details: Cambridge, Mass. : MIT Press, ©2007. Description: 1 online resource (xii, 507 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 0262256045; 9780262256049; 1282096273; 9781282096271; 9780262527880; 026252788XSubject(s): Brain-computer interfaces | Therapeutics | Nervous System Physiological Phenomena | Musculoskeletal Physiological Phenomena | Central Nervous System | Psychological Phenomena and Processes | Investigative Techniques | Diagnostic Imaging | Software | Physical and Rehabilitation Medicine | Health Services | Biological Science Disciplines | Diagnostic Techniques, Neurological | Diagnostic Techniques and Procedures | Musculoskeletal and Neural Physiological Phenomena | Analytical, Diagnostic and Therapeutic Techniques and Equipment | Psychiatry and Psychology | Nervous System | Health Care Facilities, Manpower, and Services | Medicine | Natural Science Disciplines | Computing Methodologies | Information Science | Phenomena and Processes | Health Occupations | Diagnosis | Anatomy | Delivery of Health Care | Disciplines and Occupations | Psychomotor Performance | Physiology | Brain | Brain Mapping | Rehabilitation | User-Computer Interface | MEDICAL -- Physiology | SCIENCE -- Life Sciences -- Human Anatomy & Physiology | Brain-computer interfaces | Gehirn-Computer-Schnittstelle | Human Anatomy & Physiology | Health & Biological Sciences | Neuroscience | NEUROSCIENCE/General | COMPUTER SCIENCE/Machine Learning & Neural NetworksGenre/Form: Electronic books. | Electronic books. | Aufsatzsammlung. Additional physical formats: Print version:: Toward brain-computer interfacing.DDC classification: 612.8/2 LOC classification: QP360.7 | .T69 2007ebNLM classification: 2007 I-812 | WL 335Other classification: CZ 1300 Online resources: Click here to access online
Contents:
An introduction to brain-computer interfacing / Andrea Kübler and Klaus-Robert Müller -- Noninvasive brain-computer interface research at the Wadsworth Center / Eric W. Sellers [and others] -- Brain-computer interfaces for communication in paralysis : a clinical experimental approach / Thilo Hinterberger [and others] -- Graz-brain-computer interface : state of research / Gert Pfurtscheller [and others] -- The Berlin brain-computer interface : machine learning based detection of user specific brain states / Benjamin Blankertz [and others] -- The IDIAP brain-computer interface : an asynchronous multi-class approach / José del R. Millán, Pierre W. Ferrez, and Anna Buttfield -- Brain interface design for asynchronous control / Jaimie F. Borisoff, Steve G. Mason, and Gary E. Birch -- Electrocorticogram as a brain-computer interface signal source / Jane E. Huggins [and others].
Probabilistically modeling and decoding neural population activity in motor cortex / Michael J. Black and John P. Donoghue -- The importance of online error correction and feed-forward adjustments in brain-machine interfaces for restoration of movement / Dawn Taylor -- Advances in cognitive neural prosthesis : recognition of neural data with an information-theoretic objective / Zoran Nenadic [and others] -- A temporal kernel-based model for tracking hand-movements from neural activities / Lavi Shpigelman [and others] -- General signal processing and machine learning tools for BCI analysis / Guido Dornhege [and others] -- Classifying event-related desynchronization in EEG, ECoG and MEG signals / Jeremy Hill [and others] -- Classification of time-embedded EEG using short-time principal component analysis / Chuck Anderson [and others] -- Non-invasive estimates of local field potentials for brain-computer interfaces / Rolando Grave de Peralta Menendez [and others].
Error-related EEG potentials in brain-computer interfaces / Pierre Ferrez and José del R. Millán -- Adaptation in brain-computer interfaces / José del R. Millán [and others] -- Evaluation criteria for BCI research / Alois Schlögl [and others] -- BioSig, an open source software library for BCI research / Alois Schlögl [and others] -- BCI 2000 : a general-purpose software platform for BCI / Jürgen Mellinger and Gerwin Schalk -- Brain-computer interfaces for communication and motor control, perspectives on clinical applications / Andrea Kübler, Femke Nijboer, and Niels Birbaumer -- Combining BCI and virtual reality : scouting virtual worlds / Robert Leeb [and others] -- Improving human performance in a real operating environment through real-time mental workload detection / Jens Kohlmorgen [and others] -- Single-trial analysis of EEG during rapid visual discrimination : enabling cortically-coupled computer vision / Paul Sajda [and others].
Summary: This volume presents a timely overview of the latest BCI research, with contributions from many of the important research groups in the field.
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"A Bradford book."

Includes bibliographical references (pages 441-490) and index.

An introduction to brain-computer interfacing / Andrea Kübler and Klaus-Robert Müller -- Noninvasive brain-computer interface research at the Wadsworth Center / Eric W. Sellers [and others] -- Brain-computer interfaces for communication in paralysis : a clinical experimental approach / Thilo Hinterberger [and others] -- Graz-brain-computer interface : state of research / Gert Pfurtscheller [and others] -- The Berlin brain-computer interface : machine learning based detection of user specific brain states / Benjamin Blankertz [and others] -- The IDIAP brain-computer interface : an asynchronous multi-class approach / José del R. Millán, Pierre W. Ferrez, and Anna Buttfield -- Brain interface design for asynchronous control / Jaimie F. Borisoff, Steve G. Mason, and Gary E. Birch -- Electrocorticogram as a brain-computer interface signal source / Jane E. Huggins [and others].

Probabilistically modeling and decoding neural population activity in motor cortex / Michael J. Black and John P. Donoghue -- The importance of online error correction and feed-forward adjustments in brain-machine interfaces for restoration of movement / Dawn Taylor -- Advances in cognitive neural prosthesis : recognition of neural data with an information-theoretic objective / Zoran Nenadic [and others] -- A temporal kernel-based model for tracking hand-movements from neural activities / Lavi Shpigelman [and others] -- General signal processing and machine learning tools for BCI analysis / Guido Dornhege [and others] -- Classifying event-related desynchronization in EEG, ECoG and MEG signals / Jeremy Hill [and others] -- Classification of time-embedded EEG using short-time principal component analysis / Chuck Anderson [and others] -- Non-invasive estimates of local field potentials for brain-computer interfaces / Rolando Grave de Peralta Menendez [and others].

Error-related EEG potentials in brain-computer interfaces / Pierre Ferrez and José del R. Millán -- Adaptation in brain-computer interfaces / José del R. Millán [and others] -- Evaluation criteria for BCI research / Alois Schlögl [and others] -- BioSig, an open source software library for BCI research / Alois Schlögl [and others] -- BCI 2000 : a general-purpose software platform for BCI / Jürgen Mellinger and Gerwin Schalk -- Brain-computer interfaces for communication and motor control, perspectives on clinical applications / Andrea Kübler, Femke Nijboer, and Niels Birbaumer -- Combining BCI and virtual reality : scouting virtual worlds / Robert Leeb [and others] -- Improving human performance in a real operating environment through real-time mental workload detection / Jens Kohlmorgen [and others] -- Single-trial analysis of EEG during rapid visual discrimination : enabling cortically-coupled computer vision / Paul Sajda [and others].

This volume presents a timely overview of the latest BCI research, with contributions from many of the important research groups in the field.

Print version record.

English.

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