Literature DB >> 19026717

Brain-machine interface via real-time fMRI: preliminary study on thought-controlled robotic arm.

Jong-Hwan Lee1, Jeongwon Ryu, Ferenc A Jolesz, Zang-Hee Cho, Seung-Schik Yoo.   

Abstract

Real-time functional MRI (rtfMRI) has been used as a basis for brain-computer interface (BCI) due to its ability to characterize region-specific brain activity in real-time. As an extension of BCI, we present an rtfMRI-based brain-machine interface (BMI) whereby 2-dimensional movement of a robotic arm was controlled by the regulation (and concurrent detection) of regional cortical activations in the primary motor areas. To do so, the subjects were engaged in the right- and/or left-hand motor imagery tasks. The blood oxygenation level dependent (BOLD) signal originating from the corresponding hand motor areas was then translated into horizontal or vertical robotic arm movement. The movement was broadcasted visually back to the subject as a feedback. We demonstrated that real-time control of the robotic arm only through the subjects' thought processes was possible using the rtfMRI-based BMI trials.

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Year:  2008        PMID: 19026717      PMCID: PMC3209621          DOI: 10.1016/j.neulet.2008.11.024

Source DB:  PubMed          Journal:  Neurosci Lett        ISSN: 0304-3940            Impact factor:   3.046


  27 in total

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3.  'Thought'--control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia.

Authors:  Gert Pfurtscheller; Gernot R Müller; Jörg Pfurtscheller; Hans Jürgen Gerner; Rüdiger Rupp
Journal:  Neurosci Lett       Date:  2003-11-06       Impact factor: 3.046

4.  An EEG-driven brain-computer interface combined with functional magnetic resonance imaging (fMRI).

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5.  Complete artifact removal for EEG recorded during continuous fMRI using independent component analysis.

Authors:  D Mantini; M G Perrucci; S Cugini; A Ferretti; G L Romani; C Del Gratta
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6.  Atlas-based multichannel monitoring of functional MRI signals in real-time: automated approach.

Authors:  Jong-Hwan Lee; Heather M O'Leary; Hyunwook Park; Ferenc A Jolesz; Seung-Schik Yoo
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7.  Functional magnetic resonance imaging-mediated learning of increased activity in auditory areas.

Authors:  Seung-Schik Yoo; Jong-Hwan Lee; Heather O'Leary; Vivian Lee; Seh-Eun Choo; Ferenc A Jolesz
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8.  Enhanced gait-related improvements after therapist- versus robotic-assisted locomotor training in subjects with chronic stroke: a randomized controlled study.

Authors:  T George Hornby; Donielle D Campbell; Jennifer H Kahn; Tobey Demott; Jennifer L Moore; Heidi R Roth
Journal:  Stroke       Date:  2008-05-08       Impact factor: 7.914

Review 9.  Basic Bayesian methods.

Authors:  Mark E Glickman; David A van Dyk
Journal:  Methods Mol Biol       Date:  2007

Review 10.  Do some neurological conditions induce brain plasticity processes?

Authors:  Lilianne Manning
Journal:  Behav Brain Res       Date:  2008-04-06       Impact factor: 3.332

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  28 in total

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3.  Clinical Applications of Brain-Computer Interfaces: Current State and Future Prospects.

Authors:  Joseph N Mak; Jonathan R Wolpaw
Journal:  IEEE Rev Biomed Eng       Date:  2009

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Authors:  Seung-Schik Yoo; Alexander Bystritsky; Jong-Hwan Lee; Yongzhi Zhang; Krisztina Fischer; Byoung-Kyong Min; Nathan J McDannold; Alvaro Pascual-Leone; Ferenc A Jolesz
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6.  High-throughput optogenetic functional magnetic resonance imaging with parallel computations.

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Journal:  J Neurosci Methods       Date:  2013-06-04       Impact factor: 2.390

Review 7.  Neural interface technology for rehabilitation: exploiting and promoting neuroplasticity.

Authors:  Wei Wang; Jennifer L Collinger; Monica A Perez; Elizabeth C Tyler-Kabara; Leonardo G Cohen; Niels Birbaumer; Steven W Brose; Andrew B Schwartz; Michael L Boninger; Douglas J Weber
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Review 8.  Seven topics in functional magnetic resonance imaging.

Authors:  Peter A Bandettini
Journal:  J Integr Neurosci       Date:  2009-09       Impact factor: 2.117

9.  Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia.

Authors:  Junghoe Kim; Vince D Calhoun; Eunsoo Shim; Jong-Hwan Lee
Journal:  Neuroimage       Date:  2015-05-15       Impact factor: 6.556

10.  Neuroengineering tools/applications for bidirectional interfaces, brain-computer interfaces, and neuroprosthetic implants - a review of recent progress.

Authors:  Ryan Mark Rothschild
Journal:  Front Neuroeng       Date:  2010-10-15
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