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Special Issue of Journal Focuses on Brain Computer Interfaces Direct interfaces
between the electrical activity of the brain and computers (BCI) enable
persons with disabilities to use their thoughts to control computers, to
operate environmental controls, or to control prosthetic devices. Research in
this field has grown rapidly in recent years, and several research groups
have made impressive demonstrations across a variety of modalities from
multiple single-neuron recordings to electroencephalographic signals. The
state of the field of BCI was the topic of a recent special issue of the
journal IEEE Transactions on Neural Systems and Rehabilitation Engineering.
The collection of 28 papers resulted from the Second BCI Conference organized
by the Wadsworth Center of the New York State Department of Health. In
addition to the conventional technical papers the special issue featured a
synopsis of 6 panel discussions covering the types of brain signals available
for BCI and how they can be recorded, methods to extract useful control
information from these signals, and the application of these signals
including user training and evaluation. |
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M. J. Black, E. Bienenstock, J. P. Donoghue, M. Serruya, W. Wu, and Y. Gao.
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In 1st International IEEE/EMBS Conference on Neural
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J. K. Chapin, K. A. Moxon, R. S. Markowitz, and M. A. L. Nicolelis.
Real-time control of a robot arm using simultaneously recorded
neurons in the motor cortex.
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Bionic Man: Restoring Mobility.
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Nature, march 2002.
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T. Ebrahimi, J.-M. Vesin, and G. Garcia.
Brain-Computer Interface in Multimedia Communication.
IEEE Signal Processing Magazine, January 2003. |
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D. A. Friedman, M. Slater, A. Steed, R. Leeb, G. Pfurtscheller, and C. Guger.
Using a Brain-Computer Interface in Highly-Immersive Virtual
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A. P. Georgopoulos, R. E. Kettner, and A. B. Schwartz.
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A. E. Mann Institute.
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S. K. Moore.
The Brain as User Interface.
IEEE Spectrum, August 2002. [ .html ] |
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M. A. L. Nicolelis.
Action from thoughts.
Nature, 409:403-407, January 2001. |
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B. E. Pfingst.
In J. K. Chapin and K. A. Moxon, editors, Neural Prostheses for
Restoration of Sensory and Motor Function. CRC Press, 2000. |
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M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows, and J. P.
Donoghue.
Brain-machine interface: Instant neural control of a movement signal.
Nature, 416(14):141-142, March 2002. |
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D. M. Taylor, S. I. H. Tillery, and A. B. Schwartz.
Direct Cortical Control of 3D Neuroprosthetic Devices.
Science, June 2002. |
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J. Vidal.
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J. Wessberg, C. R. Stambaugh, J. D. Kralik, P. D. Beck, M. Laubach, J. K.
Chapin, J. Kim, S. J. Biggs, M. A. Srinivasan, and M. A. L. Nicolelis.
Real-time prediction of hand trajectory by ensembles of cortical
neurons in primates.
Nature, 408(361), 2000. |
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J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M.
Vaughan.
Brain-computer interfaces for communication and control.
Clinical Neurophysiology, 113(6):767-791, June 2002. |
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W. Wu, M. J. Black, Y. Gao, E. Bienenstock, M. Serruya, A. Shaikhouni, and
J. P. Donoghue.
Neural decoding of cursor motion using a kalman filter.
In Neural Information Processing Systems, NIPS, Dec 2002. |
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