Literature DB >> 34016775

A brain-computer interface that evokes tactile sensations improves robotic arm control.

Jennifer L Collinger1,2,3,4,5, Robert A Gaunt1,2,3,4, Sharlene N Flesher6,2,3, John E Downey6,2,3,7, Jeffrey M Weiss6,4, Christopher L Hughes6,2,3, Angelica J Herrera6,2,3, Elizabeth C Tyler-Kabara8, Michael L Boninger6,2,4,9,5.   

Abstract

Prosthetic arms controlled by a brain-computer interface can enable people with tetraplegia to perform functional movements. However, vision provides limited feedback because information about grasping objects is best relayed through tactile feedback. We supplemented vision with tactile percepts evoked using a bidirectional brain-computer interface that records neural activity from the motor cortex and generates tactile sensations through intracortical microstimulation of the somatosensory cortex. This enabled a person with tetraplegia to substantially improve performance with a robotic limb; trial times on a clinical upper-limb assessment were reduced by half, from a median time of 20.9 to 10.2 seconds. Faster times were primarily due to less time spent attempting to grasp objects, revealing that mimicking known biological control principles results in task performance that is closer to able-bodied human abilities.
Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.

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Year:  2021        PMID: 34016775      PMCID: PMC8715714          DOI: 10.1126/science.abd0380

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  30 in total

Review 1.  Neural Basis of Touch and Proprioception in Primate Cortex.

Authors:  Benoit P Delhaye; Katie H Long; Sliman J Bensmaia
Journal:  Compr Physiol       Date:  2018-09-14       Impact factor: 9.090

2.  Restoring natural sensory feedback in real-time bidirectional hand prostheses.

Authors:  Stanisa Raspopovic; Marco Capogrosso; Francesco Maria Petrini; Marco Bonizzato; Jacopo Rigosa; Giovanni Di Pino; Jacopo Carpaneto; Marco Controzzi; Tim Boretius; Eduardo Fernandez; Giuseppe Granata; Calogero Maria Oddo; Luca Citi; Anna Lisa Ciancio; Christian Cipriani; Maria Chiara Carrozza; Winnie Jensen; Eugenio Guglielmelli; Thomas Stieglitz; Paolo Maria Rossini; Silvestro Micera
Journal:  Sci Transl Med       Date:  2014-02-05       Impact factor: 17.956

Review 3.  The role of visual deprivation and experience on the performance of sensory substitution devices.

Authors:  H Christiaan Stronks; Amy C Nau; Michael R Ibbotson; Nick Barnes
Journal:  Brain Res       Date:  2015-07-14       Impact factor: 3.252

4.  A performance test for assessment of upper limb function in physical rehabilitation treatment and research.

Authors:  R C Lyle
Journal:  Int J Rehabil Res       Date:  1981       Impact factor: 1.479

5.  The effects of digital anesthesia on force control using a precision grip.

Authors:  Joël Monzée; Yves Lamarre; Allan M Smith
Journal:  J Neurophysiol       Date:  2003-02       Impact factor: 2.714

6.  Reach and grasp by people with tetraplegia using a neurally controlled robotic arm.

Authors:  Leigh R Hochberg; Daniel Bacher; Beata Jarosiewicz; Nicolas Y Masse; John D Simeral; Joern Vogel; Sami Haddadin; Jie Liu; Sydney S Cash; Patrick van der Smagt; John P Donoghue
Journal:  Nature       Date:  2012-05-16       Impact factor: 49.962

7.  Active tactile exploration using a brain-machine-brain interface.

Authors:  Joseph E O'Doherty; Mikhail A Lebedev; Peter J Ifft; Katie Z Zhuang; Solaiman Shokur; Hannes Bleuler; Miguel A L Nicolelis
Journal:  Nature       Date:  2011-10-05       Impact factor: 49.962

8.  Restoration of motor control and proprioceptive and cutaneous sensation in humans with prior upper-limb amputation via multiple Utah Slanted Electrode Arrays (USEAs) implanted in residual peripheral arm nerves.

Authors:  Suzanne Wendelken; David M Page; Tyler Davis; Heather A C Wark; David T Kluger; Christopher Duncan; David J Warren; Douglas T Hutchinson; Gregory A Clark
Journal:  J Neuroeng Rehabil       Date:  2017-11-25       Impact factor: 4.262

9.  Restoration of reaching and grasping movements through brain-controlled muscle stimulation in a person with tetraplegia: a proof-of-concept demonstration.

Authors:  A Bolu Ajiboye; Francis R Willett; Daniel R Young; William D Memberg; Brian A Murphy; Jonathan P Miller; Benjamin L Walter; Jennifer A Sweet; Harry A Hoyen; Michael W Keith; P Hunter Peckham; John D Simeral; John P Donoghue; Leigh R Hochberg; Robert F Kirsch
Journal:  Lancet       Date:  2017-03-28       Impact factor: 79.321

10.  Home Use of a Neural-connected Sensory Prosthesis Provides the Functional and Psychosocial Experience of Having a Hand Again.

Authors:  Emily L Graczyk; Linda Resnik; Matthew A Schiefer; Melissa S Schmitt; Dustin J Tyler
Journal:  Sci Rep       Date:  2018-06-29       Impact factor: 4.379

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  27 in total

1.  The brain-reading devices helping paralysed people to move, talk and touch.

Authors:  Liam Drew
Journal:  Nature       Date:  2022-04       Impact factor: 49.962

2.  Intracortical Somatosensory Stimulation to Elicit Fingertip Sensations in an Individual With Spinal Cord Injury.

Authors:  Matthew S Fifer; David P McMullen; Luke E Osborn; Tessy M Thomas; Breanne Christie; Robert W Nickl; Daniel N Candrea; Eric A Pohlmeyer; Margaret C Thompson; Manuel A Anaya; Wouter Schellekens; Nick F Ramsey; Sliman J Bensmaia; William S Anderson; Brock A Wester; Nathan E Crone; Pablo A Celnik; Gabriela L Cantarero; Francesco V Tenore
Journal:  Neurology       Date:  2021-12-08       Impact factor: 9.910

3.  Stoney vs. Histed: Quantifying the spatial effects of intracortical microstimulation.

Authors:  Karthik Kumaravelu; Joseph Sombeck; Lee E Miller; Sliman J Bensmaia; Warren M Grill
Journal:  Brain Stimul       Date:  2021-11-30       Impact factor: 8.955

Review 4.  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

5.  Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner.

Authors:  Cecilia Gallego-Carracedo; Matthew G Perich; Raeed H Chowdhury; Lee E Miller; Juan Álvaro Gallego
Journal:  Elife       Date:  2022-08-15       Impact factor: 8.713

6.  A Power-Efficient Brain-Machine Interface System With a Sub-mw Feature Extraction and Decoding ASIC Demonstrated in Nonhuman Primates.

Authors:  Hyochan An; Samuel R Nason-Tomaszewski; Jongyup Lim; Kyumin Kwon; Matthew S Willsey; Parag G Patil; Hun-Seok Kim; Dennis Sylvester; Cynthia A Chestek; David Blaauw
Journal:  IEEE Trans Biomed Circuits Syst       Date:  2022-07-12       Impact factor: 5.234

7.  Characterizing the short-latency evoked response to intracortical microstimulation across a multi-electrode array.

Authors:  Joseph T Sombeck; Juliet Heye; Karthik Kumaravelu; Stefan M Goetz; Angel V Peterchev; Warren M Grill; Sliman Bensmaia; Lee E Miller
Journal:  J Neural Eng       Date:  2022-04-20       Impact factor: 5.043

Review 8.  Preserved cortical somatotopic and motor representations in tetraplegic humans.

Authors:  Richard A Andersen; Tyson Aflalo
Journal:  Curr Opin Neurobiol       Date:  2022-05-06       Impact factor: 7.070

9.  Shared Control of Bimanual Robotic Limbs With a Brain-Machine Interface for Self-Feeding.

Authors:  David A Handelman; Luke E Osborn; Tessy M Thomas; Andrew R Badger; Margaret Thompson; Robert W Nickl; Manuel A Anaya; Jared M Wormley; Gabriela L Cantarero; David McMullen; Nathan E Crone; Brock Wester; Pablo A Celnik; Matthew S Fifer; Francesco V Tenore
Journal:  Front Neurorobot       Date:  2022-06-28       Impact factor: 3.493

10.  Perception of microstimulation frequency in human somatosensory cortex.

Authors:  Christopher L Hughes; Sharlene N Flesher; Jeffrey M Weiss; Michael Boninger; Jennifer L Collinger; Robert A Gaunt
Journal:  Elife       Date:  2021-07-27       Impact factor: 8.713

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