Literature DB >> 31820736

Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis.

Krishna V Shenoy1,2,3,4,5,6, Jaimie M Henderson7,5,6, Sergey D Stavisky7,1, Francis R Willett7,1, Guy H Wilson8, Brian A Murphy9,10, Paymon Rezaii7, Donald T Avansino7, William D Memberg9,10, Jonathan P Miller10,11, Robert F Kirsch9,10, Leigh R Hochberg12,13,14, A Bolu Ajiboye9,10, Shaul Druckmann2.   

Abstract

Speaking is a sensorimotor behavior whose neural basis is difficult to study with single neuron resolution due to the scarcity of human intracortical measurements. We used electrode arrays to record from the motor cortex 'hand knob' in two people with tetraplegia, an area not previously implicated in speech. Neurons modulated during speaking and during non-speaking movements of the tongue, lips, and jaw. This challenges whether the conventional model of a 'motor homunculus' division by major body regions extends to the single-neuron scale. Spoken words and syllables could be decoded from single trials, demonstrating the potential of intracortical recordings for brain-computer interfaces to restore speech. Two neural population dynamics features previously reported for arm movements were also present during speaking: a component that was mostly invariant across initiating different words, followed by rotatory dynamics during speaking. This suggests that common neural dynamical motifs may underlie movement of arm and speech articulators.

Entities:  

Keywords:  brain-computer interface; human; human biology; intracortical; medicine; motor control; motor cortex; neural dynamics; neuroscience; speech

Mesh:

Year:  2019        PMID: 31820736      PMCID: PMC6954053          DOI: 10.7554/eLife.46015

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  79 in total

1.  Neuronal interactions improve cortical population coding of movement direction.

Authors:  E M Maynard; N G Hatsopoulos; C L Ojakangas; B D Acuna; J N Sanes; R A Normann; J P Donoghue
Journal:  J Neurosci       Date:  1999-09-15       Impact factor: 6.167

Review 2.  Constraints on somatotopic organization in the primary motor cortex.

Authors:  M H Schieber
Journal:  J Neurophysiol       Date:  2001-11       Impact factor: 2.714

3.  Control of spoken vowel acoustics and the influence of phonetic context in human speech sensorimotor cortex.

Authors:  Kristofer E Bouchard; Edward F Chang
Journal:  J Neurosci       Date:  2014-09-17       Impact factor: 6.167

4.  Fully integrated silicon probes for high-density recording of neural activity.

Authors:  James J Jun; Nicholas A Steinmetz; Joshua H Siegle; Daniel J Denman; Marius Bauza; Brian Barbarits; Albert K Lee; Costas A Anastassiou; Alexandru Andrei; Çağatay Aydın; Mladen Barbic; Timothy J Blanche; Vincent Bonin; João Couto; Barundeb Dutta; Sergey L Gratiy; Diego A Gutnisky; Michael Häusser; Bill Karsh; Peter Ledochowitsch; Carolina Mora Lopez; Catalin Mitelut; Silke Musa; Michael Okun; Marius Pachitariu; Jan Putzeys; P Dylan Rich; Cyrille Rossant; Wei-Lung Sun; Karel Svoboda; Matteo Carandini; Kenneth D Harris; Christof Koch; John O'Keefe; Timothy D Harris
Journal:  Nature       Date:  2017-11-08       Impact factor: 49.962

5.  Feasibility of Automatic Error Detect-and-Undo System in Human Intracortical Brain-Computer Interfaces.

Authors:  Nir Even-Chen; Sergey D Stavisky; Chethan Pandarinath; Paul Nuyujukian; Christine H Blabe; Leigh R Hochberg; Jaimie M Henderson; Krishna V Shenoy
Journal:  IEEE Trans Biomed Eng       Date:  2017-11-21       Impact factor: 4.538

6.  Using the electrocorticographic speech network to control a brain-computer interface in humans.

Authors:  Eric C Leuthardt; Charles Gaona; Mohit Sharma; Nicholas Szrama; Jarod Roland; Zac Freudenberg; Jamie Solis; Jonathan Breshears; Gerwin Schalk
Journal:  J Neural Eng       Date:  2011-04-07       Impact factor: 5.379

7.  Demixed principal component analysis of neural population data.

Authors:  Dmitry Kobak; Wieland Brendel; Christos Constantinidis; Claudia E Feierstein; Adam Kepecs; Zachary F Mainen; Xue-Lian Qi; Ranulfo Romo; Naoshige Uchida; Christian K Machens
Journal:  Elife       Date:  2016-04-12       Impact factor: 8.140

8.  Spatial and temporal scales of neuronal correlation in primary visual cortex.

Authors:  Matthew A Smith; Adam Kohn
Journal:  J Neurosci       Date:  2008-11-26       Impact factor: 6.167

9.  Individual variation in human motor-sensory (rolandic) cortex.

Authors:  Donald F Farrell; Nicole Burbank; Ettore Lettich; George A Ojemann
Journal:  J Clin Neurophysiol       Date:  2007-06       Impact factor: 2.177

10.  Structure in neural population recordings: an expected byproduct of simpler phenomena?

Authors:  Gamaleldin F Elsayed; John P Cunningham
Journal:  Nat Neurosci       Date:  2017-08-07       Impact factor: 24.884

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  16 in total

1.  Speech-related dorsal motor cortex activity does not interfere with iBCI cursor control.

Authors:  Sergey D Stavisky; Francis R Willett; Donald T Avansino; Leigh R Hochberg; Krishna V Shenoy; Jaimie M Henderson
Journal:  J Neural Eng       Date:  2020-02-05       Impact factor: 5.379

Review 2.  Computation Through Neural Population Dynamics.

Authors:  Saurabh Vyas; Matthew D Golub; David Sussillo; Krishna V Shenoy
Journal:  Annu Rev Neurosci       Date:  2020-07-08       Impact factor: 12.449

3.  Brain-Machine Interfaces as Commodities: Exchanging Mind for Matter.

Authors:  Christopher M Reilly
Journal:  Linacre Q       Date:  2020-08-04

4.  Real-time linear prediction of simultaneous and independent movements of two finger groups using an intracortical brain-machine interface.

Authors:  Samuel R Nason; Matthew J Mender; Alex K Vaskov; Matthew S Willsey; Nishant Ganesh Kumar; Theodore A Kung; Parag G Patil; Cynthia A Chestek
Journal:  Neuron       Date:  2021-09-08       Impact factor: 18.688

Review 5.  Brain-Computer Interface: Applications to Speech Decoding and Synthesis to Augment Communication.

Authors:  Shiyu Luo; Qinwan Rabbani; Nathan E Crone
Journal:  Neurotherapeutics       Date:  2022-01-31       Impact factor: 6.088

6.  Decoding grasp and speech signals from the cortical grasp circuit in a tetraplegic human.

Authors:  Sarah K Wandelt; Spencer Kellis; David A Bjånes; Kelsie Pejsa; Brian Lee; Charles Liu; Richard A Andersen
Journal:  Neuron       Date:  2022-03-31       Impact factor: 18.688

7.  Decoding spoken English from intracortical electrode arrays in dorsal precentral gyrus.

Authors:  Guy H Wilson; Sergey D Stavisky; Francis R Willett; Donald T Avansino; Jessica N Kelemen; Leigh R Hochberg; Jaimie M Henderson; Shaul Druckmann; Krishna V Shenoy
Journal:  J Neural Eng       Date:  2020-11-25       Impact factor: 5.379

8.  The hippocampus encodes delay and value information during delay-discounting decision making.

Authors:  Akira Masuda; Chie Sano; Qi Zhang; Hiromichi Goto; Thomas J McHugh; Shigeyoshi Fujisawa; Shigeyoshi Itohara
Journal:  Elife       Date:  2020-02-20       Impact factor: 8.140

9.  Auditory cues reveal intended movement information in middle frontal gyrus neuronal ensemble activity of a person with tetraplegia.

Authors:  Tommy Hosman; Jacqueline B Hynes; Jad Saab; Kaitlin G Wilcoxen; Bradley R Buchbinder; Nicholas Schmansky; Sydney S Cash; Emad N Eskandar; John D Simeral; Brian Franco; Jessica Kelemen; Carlos E Vargas-Irwin; Leigh R Hochberg
Journal:  Sci Rep       Date:  2021-01-11       Impact factor: 4.379

10.  Neural population dynamics in motor cortex are different for reach and grasp.

Authors:  Aneesha K Suresh; James M Goodman; Elizaveta V Okorokova; Matthew Kaufman; Nicholas G Hatsopoulos; Sliman J Bensmaia
Journal:  Elife       Date:  2020-11-17       Impact factor: 8.140

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