Literature DB >> 33844633

Effects of Peripheral Haptic Feedback on Intracortical Brain-Computer Interface Control and Associated Sensory Responses in Motor Cortex.

Darrel R Deo, Paymon Rezaii, Leigh R Hochberg, Allison M Okamura, Krishna V Shenoy, Jaimie M Henderson.   

Abstract

Intracortical brain-computer interfaces (iBCIs) provide people with paralysis a means to control devices with signals decoded from brain activity. Despite recent impressive advances, these devices still cannot approach able-bodied levels of control. To achieve naturalistic control and improved performance of neural prostheses, iBCIs will likely need to include proprioceptive feedback. With the goal of providing proprioceptive feedback via mechanical haptic stimulation, we aim to understand how haptic stimulation affects motor cortical neurons and ultimately, iBCI control. We provided skin shear haptic stimulation as a substitute for proprioception to the back of the neck of a person with tetraplegia. The neck location was determined via assessment of touch sensitivity using a monofilament test kit. The participant was able to correctly report skin shear at the back of the neck in 8 unique directions with 65% accuracy. We found motor cortical units that exhibited sensory responses to shear stimuli, some of which were strongly tuned to the stimuli and well modeled by cosine-shaped functions. In this article, we also demonstrated online iBCI cursor control with continuous skin-shear feedback driven by decoded command signals. Cursor control performance increased slightly but significantly when the participant was given haptic feedback, compared to the purely visual feedback condition.

Entities:  

Mesh:

Year:  2021        PMID: 33844633      PMCID: PMC8745032          DOI: 10.1109/TOH.2021.3072615

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


  62 in total

Review 1.  Sense and the single neuron: probing the physiology of perception.

Authors:  A J Parker; W T Newsome
Journal:  Annu Rev Neurosci       Date:  1998       Impact factor: 12.449

2.  Advantages of closed-loop calibration in intracortical brain-computer interfaces for people with tetraplegia.

Authors:  Beata Jarosiewicz; Nicolas Y Masse; Daniel Bacher; Sydney S Cash; Emad Eskandar; Gerhard Friehs; John P Donoghue; Leigh R Hochberg
Journal:  J Neural Eng       Date:  2013-07-10       Impact factor: 5.379

3.  Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex.

Authors:  Cynthia A Chestek; Vikash Gilja; Paul Nuyujukian; Justin D Foster; Joline M Fan; Matthew T Kaufman; Mark M Churchland; Zuley Rivera-Alvidrez; John P Cunningham; Stephen I Ryu; Krishna V Shenoy
Journal:  J Neural Eng       Date:  2011-07-20       Impact factor: 5.379

4.  Accurate Estimation of Neural Population Dynamics without Spike Sorting.

Authors:  Eric M Trautmann; Sergey D Stavisky; Subhaneil Lahiri; Katherine C Ames; Matthew T Kaufman; Daniel J O'Shea; Saurabh Vyas; Xulu Sun; Stephen I Ryu; Surya Ganguli; Krishna V Shenoy
Journal:  Neuron       Date:  2019-06-03       Impact factor: 17.173

5.  Impairments of reaching movements in patients without proprioception. I. Spatial errors.

Authors:  J Gordon; M F Ghilardi; C Ghez
Journal:  J Neurophysiol       Date:  1995-01       Impact factor: 2.714

6.  Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia.

Authors:  Sung-Phil Kim; John D Simeral; Leigh R Hochberg; John P Donoghue; Michael J Black
Journal:  J Neural Eng       Date:  2008-11-18       Impact factor: 5.379

7.  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

8.  Motor Cortical Visuomotor Feedback Activity Is Initially Isolated from Downstream Targets in Output-Null Neural State Space Dimensions.

Authors:  Sergey D Stavisky; Jonathan C Kao; Stephen I Ryu; Krishna V Shenoy
Journal:  Neuron       Date:  2017-06-15       Impact factor: 17.173

9.  Multisensory integration during motor planning.

Authors:  Samuel J Sober; Philip N Sabes
Journal:  J Neurosci       Date:  2003-08-06       Impact factor: 6.167

10.  Sensitivity to microstimulation of somatosensory cortex distributed over multiple electrodes.

Authors:  Sungshin Kim; Thierri Callier; Gregg A Tabot; Francesco V Tenore; Sliman J Bensmaia
Journal:  Front Syst Neurosci       Date:  2015-04-10
View more
  1 in total

Review 1.  Clinical neuroscience and neurotechnology: An amazing symbiosis.

Authors:  Andrea Cometa; Antonio Falasconi; Marco Biasizzo; Jacopo Carpaneto; Andreas Horn; Alberto Mazzoni; Silvestro Micera
Journal:  iScience       Date:  2022-09-16
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.