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Computational Intelligence and Neuroscience
Volume 2007 (2007), Article ID 25487, 10 pages
fMRI Brain-Computer Interface: A Tool for Neuroscientific Research and Treatment
1Institute of Medical Psychology and Behavioral Neurobiology, Eberhard-Karls-University of Tübingen, Tübingen, 72074, Germany
2Max Planck Institute for Biological Cybernetics, P.O. Box 21 69, Tübingen 72076, Germany
3Institute for Natural Language Processing, University of Stuttgart, Stuttgart 70174, Germany
4National Institute of Health (NIH), NINDS, Human Cortical Physiology, Bethesda, MD 20892-1428, USA
Received 28 February 2007; Revised 2 August 2007; Accepted 18 September 2007
Academic Editor: Shangkai Gao
Copyright © 2007 Ranganatha Sitaram et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Citations to this Article [69 citations]
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- Julia S. Cordes, Krystyna A. Mathiak, Miriam Dyck, Eliza M. Alawi, Tilman J. Gaber, Florian D. Zepf, Martin Klasen, Mikhail Zvyagintsev, Ruben C. Gur, and Klaus Mathiak, “Cognitive and neural strategies during control of the anterior cingulate cortex by fMRI neurofeedback in patients with schizophrenia,” Frontiers In Behavioral Neuroscience, vol. 9, 2015.
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- M. Benbouriche, P. Renaud, J.-F. Pelletier, and P. De Loor, “Applications de la réalité virtuelle en psychiatrie légale : la perspective de l’autorégulation comme cadre théorique,” L'Encéphale, 2016.