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Foreword Tenence J. Sejnowski ix
Preface xi
An Introduction to Brain-Computer Interfacing Andrea Kubler Klaus-Robert Muller 1
BCI Systems and Approaches 27
Noninvasive Brain-Computer Interface Research at the Wadsworth Center Eric W. Sellers Dean J. Krusienski Dennis J. McFarland Jonathan R. Wolpaw 31
Brain-Computer Interfaces for Communication in Paralysis: A Clinical Experimental Approach Thilo Hinterberger Femke Nijboer Andrea Kubler Tamara Matuz Adrian Furdea Ursula Mochty Miguel Jordan Thomas Navin Lal N. Jeremy Hill Jurgen Mellinger Michael Bensch Michael Tangermann Guido Widman Christian E. Elger Wolfgang Rosenstiel Bernhard Scholkopf Niels Birbaumer 43
Graz-Brain-Computer Interface: State of Research Gert Pfurtscheller Gernot R. Muller-Putz Alois Schlogl Bernhard Graimann Reinhold Scherer Robert Leeb Clemens Brunner Claudia Keinrath George Townsend Carmen Vidaurre Muhammad Naeem Felix Y.Lee Selina Wriessnegger Doris Zimmermann Eva Hofler Christa Neuper 65
The Berlin Brain-Computer Interface: Machine Learning-Based Detection of User Specific Brain States Benjamin Blankertz Guido Dornhege Matthias Krauledat Volker Kunzmann Florian Losch Gabriel Curio Klaus-Robert Muller 85
The IDIAP Brain-Computer Interface: An Asynchronous Multiclass Approach Jose del R. Millan Pierre W. Ferrez Anna Buttfield 103
Brain Interface Design for Asynchronous Control Jaimie F. Borisoff Steve G. Mason Gary E. Birch 111
Invasive BCI Approaches 123
Electrocorticogram as a Brain-Computer Interface Signal Source Jane E. Huggins Bernhard Graimann Se Young Chun Jeffrey A. Fessler Simon P. Levine 129
Probabilistically Modeling and Decoding Neural Population Activity in Motor Cortex Michael J. Black John P. Donoghue 147
The Importance of Online Error Correction and Feed-Forward Adjustments in Brain-Machine Interfaces for Restoration of Movement Dawn M. Taylor 161
Advances in Cognitive Neural Prosthesis: Recognition of Neural Data with an Information-Theoretic Objective Zoran Nenadic Daniel S. Rizzuto Richard A. Andersen Joel W. Burdick 175
A Temporal Kernel-Based Model for Tracking Hand Movements from Neural Activities Lavi Shpigelman Koby Crammer Rony Paz Eilon Vaadia Yoram Singer 191
BCI Techniques 203
General Signal Processing and Machine Learning Tools for BCI Analysis Guido Dornhege Matthias Krauledat Klaus-Robert Midler Benjamin Blankertz 207
Classifying Event-Related Desynchronization in EEC, ECoG, and MEG Signals N. Jeremy Hill Thomas Navin Lal Michael Tangermann Thilo Hinterberger Guido Widman Christian E. Elger Bernhard Scholkopf Niels Birhaumer 235
Classification of Time-Embedded EEG Using Short-Time Principal Component Analysis Charles W. Anderson Michael J. Kirby Douglas R. Hundley James N. Knight 261
Noninvasive Estimates of Local Field Potentials for Brain-Computer Interfaces Rolando Grave de Peralta Menendez Sara Gonzalez Andino Pierre W. Ferrez Jose del R. Millan 279
Error-Related EEG Potentials in Brain-Computer Interfaces Pierre W. Ferrez Jose del R. Millan 291
Adaptation in Brain-Computer Interfaces Jose del R. Millan Anna Buttfield Carmen Vidaurre Matthias Krauledat Alois Schlogl Pradeep Shenoy Benjamin Blankertz Rajesh P. N. Rao Rafael Cabeza Gert Pfurtscheller Klaus-Robert Muller 303
Evaluation Criteria for BCI Research Alois Schlogl Julien Kronegg Jane E. Huggins Steve G. Mason 327
BCI Software 343
BioSig: An Open-Source Software Library for BCI Research Alois Schlogl Clemens Brunner Reinhold Scherer Andreas Glatz 347
BCI2000: A General-Purpose Software Platform for BCI Jurgen Mellinger Gerwin Schalk 359
Applications 369
Brain-Computer Interfaces for Communication and Motor Control-Perspectives on Clinical Applications Andrea Kubler Femke Nijboer Niels Birbaumer 373
Combining BCI and Virtual Reality: Scouting Virtual Worlds Robert Leeb Reinhold Scherer Doron Friedman Felix Y. Lee Claudia Keinrath Horst Bischof Mel Slater Gert Pfurtscheller 393
Improving Human Performance in a Real Operating Environment through Real-Time Mental Workload Detection Jens Kohlmorgen Guido Dornhege Mikio L. Braun Benjamin Blankertz Klaus-Robert Muller Gabriel Curio Konrad Hagemann Andreas Bruns Michael Schrauf Wilhelm E. Kincses 409
Single-Trial Analysis of EEG during Rapid Visual Discrimination: Enabling Cortically Coupled Computer Vision Paul Sajda Adam D. Gerson Marios G. Philiastides Lucas C. Parra 423
References 441
Contributors 491
Index 503
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Paul Takehiro
reviewed Toward Brain-Computer Interfacing on January 29, 2015 Toward Brain-Computer Interfacing
If you are taking a class with this textbook make sure you have also taken 'A&P I' at least otherwise this book will be brutal.This textbook is one of the most useful books I ever owned. If the reader did not take 'A&P' the textbook covers the musculoskeletal system in tremendous detail . With a chapter for each major muscle/ bone / joint groups (eg:the acromioclavicular joint and others) some readers will still be overwhelmed but this portion was a thoughtful touch.
There are labs in the book they will ask the reader to look at a model in the appendix and while viwing the model ask questions like ' is this move sequential?is this move segmental?' This is helpful as the reader is applying his knowledge rather than just reading it.
Finally this book takes major exercises eg: ( I made up overhand throw a bunt etc) and breaks down the entire biomechanical movements.
This book will teach everyone something and I recommend it to anyone with an interest in exercise
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Add Toward Brain-Computer Interfacing, Interest in developing an effective communication interface connecting the human brain and a computer has grown rapidly over the past decade. The brain-computer interface (BCI)would allow humans to operate computers, wheelchairs, prostheses, and other dev, Toward Brain-Computer Interfacing to the inventory that you are selling on WonderClubX
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Add Toward Brain-Computer Interfacing, Interest in developing an effective communication interface connecting the human brain and a computer has grown rapidly over the past decade. The brain-computer interface (BCI)would allow humans to operate computers, wheelchairs, prostheses, and other dev, Toward Brain-Computer Interfacing to your collection on WonderClub |
