Literature DB >> 22547461

Peripheral electrical stimulation triggered by self-paced detection of motor intention enhances motor evoked potentials.

Imran Khan Niazi1, Natalie Mrachacz-Kersting, Ning Jiang, Kim Dremstrup, Dario Farina.   

Abstract

This paper proposes the development and experimental tests of a self-paced asynchronous brain-computer interfacing (BCI) system that detects movement related cortical potentials (MRCPs) produced during motor imagination of ankle dorsiflexion and triggers peripheral electrical stimulations timed with the occurrence of MRCPs to induce corticospinal plasticity. MRCPs were detected online from EEG signals in eight healthy subjects with a true positive rate (TPR) of 67.15 ± 7.87% and false positive rate (FPR) of 22.05 ±9.07%. The excitability of the cortical projection to the target muscle (tibialis anterior) was assessed before and after the intervention through motor evoked potentials (MEP) using transcranial magnetic stimulation (TMS). The peak of the evoked potential significantly (P=0.02) increased after the BCI intervention by 53 ± 43% (relative to preintervention measure), although the spinal excitability (tested by stretch reflexes) did not change. These results demonstrate for the first time that it is possible to alter the corticospinal projections to the tibialis anterior muscle by using an asynchronous BCI system based on online motor imagination that triggered peripheral stimulation. This type of repetitive proprioceptive feedback training based on self-generated brain signal decoding may be a requirement for purposeful skill acquisition in intact humans and in the rehabilitation of persons with brain damage.

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Year:  2012        PMID: 22547461     DOI: 10.1109/TNSRE.2012.2194309

Source DB:  PubMed          Journal:  IEEE Trans Neural Syst Rehabil Eng        ISSN: 1534-4320            Impact factor:   3.802


  34 in total

1.  Efficient neuroplasticity induction in chronic stroke patients by an associative brain-computer interface.

Authors:  Natalie Mrachacz-Kersting; Ning Jiang; Andrew James Thomas Stevenson; Imran Khan Niazi; Vladimir Kostic; Aleksandra Pavlovic; Sasa Radovanovic; Milica Djuric-Jovicic; Federica Agosta; Kim Dremstrup; Dario Farina
Journal:  J Neurophysiol       Date:  2015-12-30       Impact factor: 2.714

2.  Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation.

Authors:  Mads Jochumsen; Imran Khan Niazi; Kim Dremstrup; Ernest Nlandu Kamavuako
Journal:  Med Biol Eng Comput       Date:  2015-12-06       Impact factor: 2.602

3.  Predictive classification of self-paced upper-limb analytical movements with EEG.

Authors:  Jaime Ibáñez; J I Serrano; M D del Castillo; J Minguez; J L Pons
Journal:  Med Biol Eng Comput       Date:  2015-05-16       Impact factor: 2.602

Review 4.  Brain-controlled neuromuscular stimulation to drive neural plasticity and functional recovery.

Authors:  C Ethier; J A Gallego; L E Miller
Journal:  Curr Opin Neurobiol       Date:  2015-03-28       Impact factor: 6.627

5.  Focal electrical stimulation as an effective sham control for active rTMS and biofeedback treatments.

Authors:  Christine E Sheffer; Mark S Mennemeier; Reid D Landes; John Dornhoffer; Timothy Kimbrell; Warren K Bickel; Sharon Brackman; Kenneth C Chelette; Ginger Brown; Mai Vuong
Journal:  Appl Psychophysiol Biofeedback       Date:  2013-09

6.  Transcranial Focused Ultrasound Neuromodulation of Voluntary Movement-Related Cortical Activity in Humans.

Authors:  Kai Yu; Chang Liu; Xiaodan Niu; Bin He
Journal:  IEEE Trans Biomed Eng       Date:  2021-05-21       Impact factor: 4.538

7.  Comparison of Features for Movement Prediction from Single-Trial Movement-Related Cortical Potentials in Healthy Subjects and Stroke Patients.

Authors:  Ernest Nlandu Kamavuako; Mads Jochumsen; Imran Khan Niazi; Kim Dremstrup
Journal:  Comput Intell Neurosci       Date:  2015-06-16

8.  Reinforcement learning of self-regulated β-oscillations for motor restoration in chronic stroke.

Authors:  Georgios Naros; Alireza Gharabaghi
Journal:  Front Hum Neurosci       Date:  2015-07-03       Impact factor: 3.169

9.  Detection of movement-related cortical potentials based on subject-independent training.

Authors:  Imran Khan Niazi; Ning Jiang; Mads Jochumsen; Jørgen Feldbæk Nielsen; Kim Dremstrup; Dario Farina
Journal:  Med Biol Eng Comput       Date:  2013-01-03       Impact factor: 2.602

10.  Induction of Long-term Depression-like Plasticity by Pairings of Motor Imagination and Peripheral Electrical Stimulation.

Authors:  Mads Jochumsen; Nada Signal; Rasmus W Nedergaard; Denise Taylor; Heidi Haavik; Imran K Niazi
Journal:  Front Hum Neurosci       Date:  2015-12-01       Impact factor: 3.169

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