Toward brain-computer interfacing:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Cambridge, Mass. [u.a.]
MIT Press
2007
|
| Series: | Neural information processing series
A Bradford book |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Table of contents only Inhaltsverzeichnis |
| Physical Description: | XII, 507 S. Ill., graph. Darst. |
| ISBN: | 9780262042444 0262042444 |
Staff View
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| adam_text | Contents
Foreword
.................................... ix
Terrence
J.
Sejnowskì
Preface
..................................... xi
1
An Introduction to Brain-Computer Interfacing
.............. 1
Andrea
Kubier
and
Klaus-Robert Müller
1 ВСІ
Systems and Approaches
27
2
Noninvasive Brain-Computer Interface Research at the Wadsworth Center
31
Eric W. Sellers, Dean J. Krusienski, Dennis J. McFarland,
and Jonathan R. Wolpaw
3
Brain-Computer Interfaces for Communication in Paralysis: A Clinical
Experimental Approach
............................ 43
Thilo
Hinterberger, Femke Nijboer, Andrea
Kubier,
Tamara
Matuz,
Adrían
Furdea, Ursula Mochty, Miguel Jordan,
Thomas Navin Lai,
N.
Jeremy
Hill, Jürgen
Mellinger,
Michael Bensch, Michael
Tangermann, Guido Widman,
Christian E. Elger, Wolfgang
Rosenstiel, Bernhard
Schölkopf,
and Niels Birbaumer
4
Graz-Brain-Computer Interface: State of Research
............ 65
Gert
Pfurtscheller, Gernot R.
Müller-Putz,
Alois
Schlögl,
Bernhard
Graimann,
Reinhold Scherer,
Robert Leeb,
Clemens Brunner, Claudia Keinrath, George Townsend,
Carmen Vidaurre, Muhammad Naeem, Felix Y. Lee,
Selina Wriessnegger, Doris
Zimmermann, Eva Höfler,
and
Christa
Neuper
Contents
5
The Berlin Brain-Computer Interface: Machine Learning-Based Detection
of User Specific Brain States
......................... 85
Benjamin Blankertz,
Guido Domhege, Matthias Krauledat,
Volker Kunzmann, Florian Losch, Gabriel
Curio,
and Klaus-Robert Müller
6 The IDIAP
Brain-Computer
Interface: An
Asynchronous
Multiclass
Approach
.................................... 103
José
del
R.
Millan, Pierre W.
Ferrez, and Anna
Butţfield
7
Brain Interface Design for Asynchronous Control
.............
Ill
Jaimie
F. Borisoff,
Steve G. Mason, and Gary E. Birch
II Invasive
ВСІ
Approaches
123
8
Electrocorticogram as a Brain-Computer Interface Signal Source
.... 129
Jane E. Huggins,
Bernhard
Graimann,
Se
Young Chun,
Jeffrey
A. Fessier,
and Simon P.
Levine
9
Probabilistically Modeling and Decoding Neural Population Activity in
Motor Cortex
.................................. 147
Michael J. Black and John P. Donoghue
10
The Importance of Online Error Correction and Feed-Forward Adjustments
in Brain-Machine Interfaces for Restoration of Movement
......... 161
Dawn M. Taylor
11
Advances in Cognitive Neural Prosthesis: Recognition of Neural Data with
an Information-Theoretic Objective
..................... 175
Zoran
Nenadic, Daniel S. Rizzuto, Richard A. Andersen,
and Joel W. Burdick
12
A Temporal Kernel-Based Model for Tracking Hand Movements from
Neural Activities
................................ 191
Lavi
Shpigelman, Koby Crammer,
Rony Paz,
Eilon Vaadia,
and Yoram Singer
III
ВСІ
Techniques
203
13
General Signal Processing and Machine Learning Tools for
ВСІ
Analysis
207
Guido Dornhege,
Matthias Krauledat,
Klaus-Robert Müller,
and Benjamin Blankertz
Contents
vii
14
Classifying Event-Related Desynchronization in
EEG, ECoG,
and MEG
Signals
..................................... 235
N.
Jeremy Hill, Thomas Navin Lai, Michael
Tangermann,
Thilo
Hinterberger,
Guido
Widman, Christian E. Elger,
Bernhard
Schölkopf,
and Niels Birbaumer
15
Classification of Time-Embedded
EEG
Using Short-Time Principal
Component Analysis
.............................. 261
Charles W. Anderson, Michael J. Kirby, Douglas R. Hundley,
and James
N.
Knight
16
Noninvasive Estimates of Local Field Potentials for Brain-Computer
Interfaces
.................................... 279
Rolando Grave
de Peralta
Menendez, Sara Gonzalez
Andino,
Pierre
W. Ferrez,
and
José
del R.
Millan
17
Error-Related
EEG
Potentials in Brain-Computer Interfaces
....... 291
Pierre
W. Ferrez
and
José
del R.
Millan
18
Adaptation in Brain-Computer Interfaces
.................. 303
José
del R.
Millan,
Anna Buttfield, Carmen Vidaurre,
Matthias Krauledat, Alois
Schlögl, Pradeep
Shenoy,
Benjamin Blankertz, Rajesh P.
N.
Rao, Rafael
Cabeza,
Gert Pfurtscheller,
and
Klaus-Robert Müller
19
Evaluation Criteria for
ВСІ
Research
.................... 327
Alois
Schlögl, Julien
Kronegg, Jane E. Huggins, and Steve G. Mason
IV
ВСІ
Software
343
20
BioSig: An Open-Source Software Library for
ВСІ
Research
....... 347
Alois
Schlögl,
Clemens
Brunner, Reinhold Scherer,
and Andreas Glatz
21
BCKOOO: A General-Purpose Software Platform for
ВСІ
......... 359
Jürgen
Mellinger
and Gerwin
Schalk
V Applications
369
22
Brain-Computer Interfaces for Communication and Motor
Control
—
Perspectives on Clinical Applications
............... 373
Andrea
Kubier, Femke
Nijboer, and Niels Birbaumer
Contents
23
Combining
ВСІ
and Virtual
Reality: Scouting
Virtual
Worlds
...... 393
Robert Leeb,
Reinhold Scherer,
Down Friedman,
Felix Y. Lee, Claudia Keinrath,
Horst Bischof,
Mel Slater, and
Gert Pfurtscheller
24
Improving Human Performance in a Real Operating Environment through
Real-Time Mental Workload Detection
................... 409
Jens Kohlmorgen, Guido Dornhege, Mikio L. Braun,
Benjamin Blankertz, Klaus-Robert Müller, Gabriel
Curio,
Konrad Hagemann, Andreas
Bruns,
Michael Schrauf,
and Wilhelm E.
Kincses
25
Single-Trial Analysis of
EEG
during Rapid Visual Discrimination: Enabling
Cortically Coupled Computer Vision
..................... 423
Paul Sajda, Adam
D. Gerson,
Marios G. Philiastides,
and Lucas
С
Parra
References
................................... 441
Contributors
.................................. 491
Index
...................................... 503
|
| adam_txt |
Contents
Foreword
. ix
Terrence
J.
Sejnowskì
Preface
. xi
1
An Introduction to Brain-Computer Interfacing
. 1
Andrea
Kubier
and
Klaus-Robert Müller
1 ВСІ
Systems and Approaches
27
2
Noninvasive Brain-Computer Interface Research at the Wadsworth Center
31
Eric W. Sellers, Dean J. Krusienski, Dennis J. McFarland,
and Jonathan R. Wolpaw
3
Brain-Computer Interfaces for Communication in Paralysis: A Clinical
Experimental Approach
. 43
Thilo
Hinterberger, Femke Nijboer, Andrea
Kubier,
Tamara
Matuz,
Adrían
Furdea, Ursula Mochty, Miguel Jordan,
Thomas Navin Lai,
N.
Jeremy
Hill, Jürgen
Mellinger,
Michael Bensch, Michael
Tangermann, Guido Widman,
Christian E. Elger, Wolfgang
Rosenstiel, Bernhard
Schölkopf,
and Niels Birbaumer
4
Graz-Brain-Computer Interface: State of Research
. 65
Gert
Pfurtscheller, Gernot R.
Müller-Putz,
Alois
Schlögl,
Bernhard
Graimann,
Reinhold Scherer,
Robert Leeb,
Clemens Brunner, Claudia Keinrath, George Townsend,
Carmen Vidaurre, Muhammad Naeem, Felix Y. Lee,
Selina Wriessnegger, Doris
Zimmermann, Eva Höfler,
and
Christa
Neuper
Contents
5
The Berlin Brain-Computer Interface: Machine Learning-Based Detection
of User Specific Brain States
. 85
Benjamin Blankertz,
Guido Domhege, Matthias Krauledat,
Volker Kunzmann, Florian Losch, Gabriel
Curio,
and Klaus-Robert Müller
6 The IDIAP
Brain-Computer
Interface: An
Asynchronous
Multiclass
Approach
. 103
José
del
R.
Millan, Pierre W.
Ferrez, and Anna
Butţfield
7
Brain Interface Design for Asynchronous Control
.
Ill
Jaimie
F. Borisoff,
Steve G. Mason, and Gary E. Birch
II Invasive
ВСІ
Approaches
123
8
Electrocorticogram as a Brain-Computer Interface Signal Source
. 129
Jane E. Huggins,
Bernhard
Graimann,
Se
Young Chun,
Jeffrey
A. Fessier,
and Simon P.
Levine
9
Probabilistically Modeling and Decoding Neural Population Activity in
Motor Cortex
. 147
Michael J. Black and John P. Donoghue
10
The Importance of Online Error Correction and Feed-Forward Adjustments
in Brain-Machine Interfaces for Restoration of Movement
. 161
Dawn M. Taylor
11
Advances in Cognitive Neural Prosthesis: Recognition of Neural Data with
an Information-Theoretic Objective
. 175
Zoran
Nenadic, Daniel S. Rizzuto, Richard A. Andersen,
and Joel W. Burdick
12
A Temporal Kernel-Based Model for Tracking Hand Movements from
Neural Activities
. 191
Lavi
Shpigelman, Koby Crammer,
Rony Paz,
Eilon Vaadia,
and Yoram Singer
III
ВСІ
Techniques
203
13
General Signal Processing and Machine Learning Tools for
ВСІ
Analysis
207
Guido Dornhege,
Matthias Krauledat,
Klaus-Robert Müller,
and Benjamin Blankertz
Contents
vii
14
Classifying Event-Related Desynchronization in
EEG, ECoG,
and MEG
Signals
. 235
N.
Jeremy Hill, Thomas Navin Lai, Michael
Tangermann,
Thilo
Hinterberger,
Guido
Widman, Christian E. Elger,
Bernhard
Schölkopf,
and Niels Birbaumer
15
Classification of Time-Embedded
EEG
Using Short-Time Principal
Component Analysis
. 261
Charles W. Anderson, Michael J. Kirby, Douglas R. Hundley,
and James
N.
Knight
16
Noninvasive Estimates of Local Field Potentials for Brain-Computer
Interfaces
. 279
Rolando Grave
de Peralta
Menendez, Sara Gonzalez
Andino,
Pierre
W. Ferrez,
and
José
del R.
Millan
17
Error-Related
EEG
Potentials in Brain-Computer Interfaces
. 291
Pierre
W. Ferrez
and
José
del R.
Millan
18
Adaptation in Brain-Computer Interfaces
. 303
José
del R.
Millan,
Anna Buttfield, Carmen Vidaurre,
Matthias Krauledat, Alois
Schlögl, Pradeep
Shenoy,
Benjamin Blankertz, Rajesh P.
N.
Rao, Rafael
Cabeza,
Gert Pfurtscheller,
and
Klaus-Robert Müller
19
Evaluation Criteria for
ВСІ
Research
. 327
Alois
Schlögl, Julien
Kronegg, Jane E. Huggins, and Steve G. Mason
IV
ВСІ
Software
343
20
BioSig: An Open-Source Software Library for
ВСІ
Research
. 347
Alois
Schlögl,
Clemens
Brunner, Reinhold Scherer,
and Andreas Glatz
21
BCKOOO: A General-Purpose Software Platform for
ВСІ
. 359
Jürgen
Mellinger
and Gerwin
Schalk
V Applications
369
22
Brain-Computer Interfaces for Communication and Motor
Control
—
Perspectives on Clinical Applications
. 373
Andrea
Kubier, Femke
Nijboer, and Niels Birbaumer
Contents
23
Combining
ВСІ
and Virtual
Reality: Scouting
Virtual
Worlds
. 393
Robert Leeb,
Reinhold Scherer,
Down Friedman,
Felix Y. Lee, Claudia Keinrath,
Horst Bischof,
Mel Slater, and
Gert Pfurtscheller
24
Improving Human Performance in a Real Operating Environment through
Real-Time Mental Workload Detection
. 409
Jens Kohlmorgen, Guido Dornhege, Mikio L. Braun,
Benjamin Blankertz, Klaus-Robert Müller, Gabriel
Curio,
Konrad Hagemann, Andreas
Bruns,
Michael Schrauf,
and Wilhelm E.
Kincses
25
Single-Trial Analysis of
EEG
during Rapid Visual Discrimination: Enabling
Cortically Coupled Computer Vision
. 423
Paul Sajda, Adam
D. Gerson,
Marios G. Philiastides,
and Lucas
С
Parra
References
. 441
Contributors
. 491
Index
. 503 |
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| index_date | 2024-07-02T21:39:03Z |
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| spelling | Toward brain-computer interfacing ed. by Guido Dornhege ... Cambridge, Mass. [u.a.] MIT Press 2007 XII, 507 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Neural information processing series A Bradford book Gehirn-Computer-Schnittstelle (DE-588)4616897-7 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Gehirn-Computer-Schnittstelle (DE-588)4616897-7 s b DE-604 Dornhege, Guido Sonstige oth http://www.gbv.de/dms/ilmenau/toc/523184522.PDF Inhaltsverzeichnis http://www.loc.gov/catdir/toc/ecip078/2007000517.html Table of contents only Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016666552&sequence=000008&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Toward brain-computer interfacing Gehirn-Computer-Schnittstelle (DE-588)4616897-7 gnd |
| subject_GND | (DE-588)4616897-7 (DE-588)4143413-4 |
| title | Toward brain-computer interfacing |
| title_auth | Toward brain-computer interfacing |
| title_exact_search | Toward brain-computer interfacing |
| title_exact_search_txtP | Toward brain-computer interfacing |
| title_full | Toward brain-computer interfacing ed. by Guido Dornhege ... |
| title_fullStr | Toward brain-computer interfacing ed. by Guido Dornhege ... |
| title_full_unstemmed | Toward brain-computer interfacing ed. by Guido Dornhege ... |
| title_short | Toward brain-computer interfacing |
| title_sort | toward brain computer interfacing |
| topic | Gehirn-Computer-Schnittstelle (DE-588)4616897-7 gnd |
| topic_facet | Gehirn-Computer-Schnittstelle Aufsatzsammlung |
| url | http://www.gbv.de/dms/ilmenau/toc/523184522.PDF http://www.loc.gov/catdir/toc/ecip078/2007000517.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016666552&sequence=000008&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT dornhegeguido towardbraincomputerinterfacing |
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