Literature DB >> 27429448

Task-Specific Somatosensory Feedback via Cortical Stimulation in Humans.

Jeneva A Cronin, Jing Wu, Kelly L Collins, Devapratim Sarma, Rajesh P N Rao, Jeffrey G Ojemann, Jared D Olson.   

Abstract

Cortical stimulation through electrocorticographic (ECoG) electrodes is a potential method for providing sensory feedback in future prosthetic and rehabilitative applications. Here, we evaluate human subjects' ability to continuously modulate their motor behavior based on feedback from direct surface stimulation of the somatosensory cortex. Subjects wore a dataglove that measured their hand aperture position and received one of three stimuli over the hand sensory cortex based on their current hand position as compared to a target aperture position. Using cortical stimulation feedback, subjects adjusted their hand aperture to move towards the target aperture region. One subject was able to achieve accuracies and R2 values well above chance (best performance: R2 = 0.93; accuracy = 0.76/1). Performance dropped during the catch trial (same stimulus independent of the position) to below chance levels, suggesting that the subject had been using the varied sensory feedback to modulate their motor behavior. To our knowledge, this study represents one of the first demonstrations of using direct cortical surface stimulation of the human sensory cortex to perform a motor task, and is a first step towards developing closed-loop human sensorimotor brain-computer interfaces.

Entities:  

Mesh:

Year:  2016        PMID: 27429448      PMCID: PMC5217174          DOI: 10.1109/TOH.2016.2591952

Source DB:  PubMed          Journal:  IEEE Trans Haptics        ISSN: 1939-1412            Impact factor:   2.487


  27 in total

1.  Behavioral assessment of sensitivity to intracortical microstimulation of primate somatosensory cortex.

Authors:  Sungshin Kim; Thierri Callier; Gregg A Tabot; Robert A Gaunt; Francesco V Tenore; Sliman J Bensmaia
Journal:  Proc Natl Acad Sci U S A       Date:  2015-10-26       Impact factor: 11.205

2.  Electrocorticography-based brain computer interface--the Seattle experience.

Authors:  Eric C Leuthardt; Kai J Miller; Gerwin Schalk; Rajesh P N Rao; Jeffrey G Ojemann
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2006-06       Impact factor: 3.802

3.  Distributed cortical adaptation during learning of a brain-computer interface task.

Authors:  Jeremiah D Wander; Timothy Blakely; Kai J Miller; Kurt E Weaver; Lise A Johnson; Jared D Olson; Eberhard E Fetz; Rajesh P N Rao; Jeffrey G Ojemann
Journal:  Proc Natl Acad Sci U S A       Date:  2013-06-10       Impact factor: 11.205

4.  Prestimulus oscillatory power and connectivity patterns predispose conscious somatosensory perception.

Authors:  Nathan Weisz; Anja Wühle; Gianpiero Monittola; Gianpaolo Demarchi; Julia Frey; Tzvetan Popov; Christoph Braun
Journal:  Proc Natl Acad Sci U S A       Date:  2014-01-13       Impact factor: 11.205

5.  Adaption and recovery in vibrotactile perception.

Authors:  U Berglund; B Berglund
Journal:  Percept Mot Skills       Date:  1970-06

6.  Vibrotactile adaptation enhances amplitude discrimination.

Authors:  A K Goble; M Hollins
Journal:  J Acoust Soc Am       Date:  1993-01       Impact factor: 1.840

7.  Toronto rehabilitation institute-hand function test: assessment of gross motor function in individuals with spinal cord injury.

Authors:  Naaz Kapadia; Vera Zivanovic; Molly Verrier; Milos R Popovic
Journal:  Top Spinal Cord Inj Rehabil       Date:  2012

8.  A learning-based approach to artificial sensory feedback leads to optimal integration.

Authors:  Maria C Dadarlat; Joseph E O'Doherty; Philip N Sabes
Journal:  Nat Neurosci       Date:  2014-11-24       Impact factor: 24.884

9.  Time-division multiplexing for myoelectric closed-loop control using electrotactile feedback.

Authors:  Strahinja Dosen; Marie-Caroline Schaeffer; Dario Farina
Journal:  J Neuroeng Rehabil       Date:  2014-09-15       Impact factor: 4.262

Review 10.  Restoring sensorimotor function through intracortical interfaces: progress and looming challenges.

Authors:  Sliman J Bensmaia; Lee E Miller
Journal:  Nat Rev Neurosci       Date:  2014-05       Impact factor: 34.870

View more
  11 in total

Review 1.  Interfacing with the nervous system: a review of current bioelectric technologies.

Authors:  Ronald Sahyouni; Amin Mahmoodi; Jefferson W Chen; David T Chang; Omid Moshtaghi; Hamid R Djalilian; Harrison W Lin
Journal:  Neurosurg Rev       Date:  2017-10-23       Impact factor: 3.042

Review 2.  Towards neural co-processors for the brain: combining decoding and encoding in brain-computer interfaces.

Authors:  Rajesh Pn Rao
Journal:  Curr Opin Neurobiol       Date:  2019-04-04       Impact factor: 6.627

Review 3.  The science and engineering behind sensitized brain-controlled bionic hands.

Authors:  Chethan Pandarinath; Sliman J Bensmaia
Journal:  Physiol Rev       Date:  2021-09-20       Impact factor: 37.312

4.  Human perception of electrical stimulation on the surface of somatosensory cortex.

Authors:  Shivayogi V Hiremath; Elizabeth C Tyler-Kabara; Jesse J Wheeler; Daniel W Moran; Robert A Gaunt; Jennifer L Collinger; Stephen T Foldes; Douglas J Weber; Weidong Chen; Michael L Boninger; Wei Wang
Journal:  PLoS One       Date:  2017-05-10       Impact factor: 3.240

5.  Engineering Artificial Somatosensation Through Cortical Stimulation in Humans.

Authors:  Brian Lee; Daniel Kramer; Michelle Armenta Salas; Spencer Kellis; David Brown; Tatyana Dobreva; Christian Klaes; Christi Heck; Charles Liu; Richard A Andersen
Journal:  Front Syst Neurosci       Date:  2018-06-04

Review 6.  Selectivity and Longevity of Peripheral-Nerve and Machine Interfaces: A Review.

Authors:  Usman Ghafoor; Sohee Kim; Keum-Shik Hong
Journal:  Front Neurorobot       Date:  2017-10-31       Impact factor: 2.650

7.  Signal recovery from stimulation artifacts in intracranial recordings with dictionary learning.

Authors:  D J Caldwell; J A Cronin; R P N Rao; K L Collins; K E Weaver; A L Ko; J G Ojemann; J N Kutz; B W Brunton
Journal:  J Neural Eng       Date:  2020-04-09       Impact factor: 5.379

Review 8.  Direct Electrical Stimulation in Electrocorticographic Brain-Computer Interfaces: Enabling Technologies for Input to Cortex.

Authors:  David J Caldwell; Jeffrey G Ojemann; Rajesh P N Rao
Journal:  Front Neurosci       Date:  2019-08-07       Impact factor: 4.677

Review 9.  Decoding Movement From Electrocorticographic Activity: A Review.

Authors:  Ksenia Volkova; Mikhail A Lebedev; Alexander Kaplan; Alexei Ossadtchi
Journal:  Front Neuroinform       Date:  2019-12-03       Impact factor: 4.081

10.  Longitudinal multimodal assessment of neurodegeneration and vascular remodeling correlated with signal degradation in chronic cortical silicon microelectrodes.

Authors:  Krystyna Solarana; Meijun Ye; Yu-Rong Gao; Harmain Rafi; Daniel X Hammer
Journal:  Neurophotonics       Date:  2020-01-30       Impact factor: 3.593

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.