Literature DB >> 32330415

Restoring the Sense of Touch Using a Sensorimotor Demultiplexing Neural Interface.

Patrick D Ganzer1, Samuel C Colachis2, Michael A Schwemmer3, David A Friedenberg3, Collin F Dunlap4, Carly E Swiftney2, Adam F Jacobowitz2, Doug J Weber5, Marcia A Bockbrader6, Gaurav Sharma2.   

Abstract

Paralyzed muscles can be reanimated following spinal cord injury (SCI) using a brain-computer interface (BCI) to enhance motor function alone. Importantly, the sense of touch is a key component of motor function. Here, we demonstrate that a human participant with a clinically complete SCI can use a BCI to simultaneously reanimate both motor function and the sense of touch, leveraging residual touch signaling from his own hand. In the primary motor cortex (M1), residual subperceptual hand touch signals are simultaneously demultiplexed from ongoing efferent motor intention, enabling intracortically controlled closed-loop sensory feedback. Using the closed-loop demultiplexing BCI almost fully restored the ability to detect object touch and significantly improved several sensorimotor functions. Afferent grip-intensity levels are also decoded from M1, enabling grip reanimation regulated by touch signaling. These results demonstrate that subperceptual neural signals can be decoded from the cortex and transformed into conscious perception, significantly augmenting function.
Copyright © 2020 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  brain-computer interface; cortex; decoding; demultiplex; machine learning; sensory feedback; spinal cord injury; touch; upper limb

Year:  2020        PMID: 32330415     DOI: 10.1016/j.cell.2020.03.054

Source DB:  PubMed          Journal:  Cell        ISSN: 0092-8674            Impact factor:   41.582


  11 in total

1.  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

Review 2.  Spinal cord stimulation for spinal cord injury patients with paralysis: To regain walking and dignity.

Authors:  Sheng-Tzung Tsai; Yu-Chen Chen; Hung-Yu Cheng; Chun-Hsiang Lin; Huan-Chen Lin; Chich-Haung Yang; Chung-Chao Liang; Shin-Yuan Chen
Journal:  Tzu Chi Med J       Date:  2020-08-26

Review 3.  Summary of over Fifty Years with Brain-Computer Interfaces-A Review.

Authors:  Aleksandra Kawala-Sterniuk; Natalia Browarska; Amir Al-Bakri; Mariusz Pelc; Jaroslaw Zygarlicki; Michaela Sidikova; Radek Martinek; Edward Jacek Gorzelanczyk
Journal:  Brain Sci       Date:  2021-01-03

Review 4.  The Repression of the HMGB1-TLR4-NF-κB Signaling Pathway by Safflower Yellow May Improve Spinal Cord Injury.

Authors:  Lu Wang; Benson O A Botchway; Xuehong Liu
Journal:  Front Neurosci       Date:  2021-12-24       Impact factor: 4.677

5.  Dynamic detection and reversal of myocardial ischemia using an artificially intelligent bioelectronic medicine.

Authors:  Patrick D Ganzer; Masoud S Loeian; Steve R Roof; Bunyen Teng; Luan Lin; David A Friedenberg; Ian W Baumgart; Eric C Meyers; Keum S Chun; Adam Rich; Allison L Tsao; William W Muir; Doug J Weber; Robert L Hamlin
Journal:  Sci Adv       Date:  2022-01-05       Impact factor: 14.136

Review 6.  Recent advances in recording and modulation technologies for next-generation neural interfaces.

Authors:  Ji-Won Hong; Chanwoong Yoon; Kyunghyun Jo; Joon Hee Won; Seongjun Park
Journal:  iScience       Date:  2021-12-03

Review 7.  Progression in translational research on spinal cord injury based on microenvironment imbalance.

Authors:  Baoyou Fan; Zhijian Wei; Shiqing Feng
Journal:  Bone Res       Date:  2022-04-08       Impact factor: 13.567

8.  A Roadmap Towards Standards for Neurally Controlled End Effectors.

Authors:  Andrew Y Paek; Justin A Brantley; Akshay Sujatha Ravindran; Kevin Nathan; Yongtian He; David Eguren; Jesus G Cruz-Garza; Sho Nakagome; Dilranjan S Wickramasuriya; Jiajun Chang; Md Rashed-Al-Mahfuz; Md Rafiul Amin; Nikunj A Bhagat; Jose L Contreras-Vidal
Journal:  IEEE Open J Eng Med Biol       Date:  2021-02-12

9.  A conductive supramolecular hydrogel creates ideal endogenous niches to promote spinal cord injury repair.

Authors:  Biao Yang; Chengzhen Liang; Di Chen; Feng Cheng; Yuang Zhang; Shaoke Wang; Jiawei Shu; Xianpeng Huang; Jingkai Wang; Kaishun Xia; Liwei Ying; Kesi Shi; Chenggui Wang; Xuhua Wang; Fangcai Li; Qian Zhao; Qixin Chen
Journal:  Bioact Mater       Date:  2021-12-23

10.  HYGRIP: Full-Stack Characterization of Neurobehavioral Signals (fNIRS, EEG, EMG, Force, and Breathing) During a Bimanual Grip Force Control Task.

Authors:  Pablo Ortega; Tong Zhao; A Aldo Faisal
Journal:  Front Neurosci       Date:  2020-10-26       Impact factor: 4.677

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.