Literature DB >> 21471638

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

Eric C Leuthardt1, Charles Gaona, Mohit Sharma, Nicholas Szrama, Jarod Roland, Zac Freudenberg, Jamie Solis, Jonathan Breshears, Gerwin Schalk.   

Abstract

Electrocorticography (ECoG) has emerged as a new signal platform for brain-computer interface (BCI) systems. Classically, the cortical physiology that has been commonly investigated and utilized for device control in humans has been brain signals from the sensorimotor cortex. Hence, it was unknown whether other neurophysiological substrates, such as the speech network, could be used to further improve on or complement existing motor-based control paradigms. We demonstrate here for the first time that ECoG signals associated with different overt and imagined phoneme articulation can enable invasively monitored human patients to control a one-dimensional computer cursor rapidly and accurately. This phonetic content was distinguishable within higher gamma frequency oscillations and enabled users to achieve final target accuracies between 68% and 91% within 15 min. Additionally, one of the patients achieved robust control using recordings from a microarray consisting of 1 mm spaced microwires. These findings suggest that the cortical network associated with speech could provide an additional cognitive and physiologic substrate for BCI operation and that these signals can be acquired from a cortical array that is small and minimally invasive.

Entities:  

Mesh:

Year:  2011        PMID: 21471638      PMCID: PMC3701859          DOI: 10.1088/1741-2560/8/3/036004

Source DB:  PubMed          Journal:  J Neural Eng        ISSN: 1741-2552            Impact factor:   5.379


  51 in total

1.  Broca's area in the human brain is involved in the selection of grammatical gender for language production: evidence from event-related functional magnetic resonance imaging.

Authors:  St Heim; B Opitz; A D Friederici
Journal:  Neurosci Lett       Date:  2002-08-09       Impact factor: 3.046

2.  Functional segregation of the temporal lobes into highly differentiated subsystems for auditory perception: an auditory rapid event-related fMRI-task.

Authors:  Karsten Specht; Jürgen Reul
Journal:  Neuroimage       Date:  2003-12       Impact factor: 6.556

3.  Cortical activity during motor execution, motor imagery, and imagery-based online feedback.

Authors:  Kai J Miller; Gerwin Schalk; Eberhard E Fetz; Marcel den Nijs; Jeffrey G Ojemann; Rajesh P N Rao
Journal:  Proc Natl Acad Sci U S A       Date:  2010-02-16       Impact factor: 11.205

4.  Ventral and dorsal pathways for language.

Authors:  Dorothee Saur; Björn W Kreher; Susanne Schnell; Dorothee Kümmerer; Philipp Kellmeyer; Magnus-Sebastian Vry; Roza Umarova; Mariacristina Musso; Volkmar Glauche; Stefanie Abel; Walter Huber; Michel Rijntjes; Jürgen Hennig; Cornelius Weiller
Journal:  Proc Natl Acad Sci U S A       Date:  2008-11-12       Impact factor: 11.205

5.  Electrocorticographic high gamma activity versus electrical cortical stimulation mapping of naming.

Authors:  Alon Sinai; Christopher W Bowers; Ciprian M Crainiceanu; Dana Boatman; Barry Gordon; Ronald P Lesser; Frederick A Lenz; Nathan E Crone
Journal:  Brain       Date:  2005-04-07       Impact factor: 13.501

6.  Electrocorticographic frequency alteration mapping for extraoperative localization of speech cortex.

Authors:  Melinda Wu; Kimberly Wisneski; Gerwin Schalk; Mohit Sharma; Jarod Roland; Jonathan Breshears; Charles Gaona; Eric C Leuthardt
Journal:  Neurosurgery       Date:  2010-02       Impact factor: 4.654

7.  A comparison of functional MRI and magnetoencephalography for receptive language mapping.

Authors:  Rebecca L Billingsley-Marshall; Trustin Clear; W Einar Mencl; Panagiotis G Simos; Paul R Swank; Disheng Men; Shirin Sarkari; Eduardo M Castillo; Andrew C Papanicolaou
Journal:  J Neurosci Methods       Date:  2006-12-08       Impact factor: 2.390

8.  Spatiotemporal dynamics of electrocorticographic high gamma activity during overt and covert word repetition.

Authors:  Xiaomei Pei; Eric C Leuthardt; Charles M Gaona; Peter Brunner; Jonathan R Wolpaw; Gerwin Schalk
Journal:  Neuroimage       Date:  2010-10-26       Impact factor: 6.556

Review 9.  Lesion analysis of the brain areas involved in language comprehension.

Authors:  Nina F Dronkers; David P Wilkins; Robert D Van Valin; Brenda B Redfern; Jeri J Jaeger
Journal:  Cognition       Date:  2004 May-Jun

10.  Spatial spectra of scalp EEG and EMG from awake humans.

Authors:  Walter J Freeman; Mark D Holmes; Brian C Burke; Sampsa Vanhatalo
Journal:  Clin Neurophysiol       Date:  2003-06       Impact factor: 3.708

View more
  55 in total

Review 1.  Brain-computer interfaces in medicine.

Authors:  Jerry J Shih; Dean J Krusienski; Jonathan R Wolpaw
Journal:  Mayo Clin Proc       Date:  2012-02-10       Impact factor: 7.616

2.  Joint spatial-spectral feature space clustering for speech activity detection from ECoG signals.

Authors:  Vasileios G Kanas; Iosif Mporas; Heather L Benz; Kyriakos N Sgarbas; Anastasios Bezerianos; Nathan E Crone
Journal:  IEEE Trans Biomed Eng       Date:  2014-04       Impact factor: 4.538

3.  Histological evaluation of a chronically-implanted electrocorticographic electrode grid in a non-human primate.

Authors:  Alan D Degenhart; James Eles; Richard Dum; Jessica L Mischel; Ivan Smalianchuk; Bridget Endler; Robin C Ashmore; Elizabeth C Tyler-Kabara; Nicholas G Hatsopoulos; Wei Wang; Aaron P Batista; X Tracy Cui
Journal:  J Neural Eng       Date:  2016-06-28       Impact factor: 5.379

Review 4.  Brain-computer interfaces using sensorimotor rhythms: current state and future perspectives.

Authors:  Han Yuan; Bin He
Journal:  IEEE Trans Biomed Eng       Date:  2014-05       Impact factor: 4.538

Review 5.  The Potential for a Speech Brain-Computer Interface Using Chronic Electrocorticography.

Authors:  Qinwan Rabbani; Griffin Milsap; Nathan E Crone
Journal:  Neurotherapeutics       Date:  2019-01       Impact factor: 7.620

6.  Performance measurement for brain-computer or brain-machine interfaces: a tutorial.

Authors:  David E Thompson; Lucia R Quitadamo; Luca Mainardi; Khalil Ur Rehman Laghari; Shangkai Gao; Pieter-Jan Kindermans; John D Simeral; Reza Fazel-Rezai; Matteo Matteucci; Tiago H Falk; Luigi Bianchi; Cynthia A Chestek; Jane E Huggins
Journal:  J Neural Eng       Date:  2014-05-19       Impact factor: 5.379

7.  Short-time windowed covariance: a metric for identifying non-stationary, event-related covariant cortical sites.

Authors:  Timothy Blakely; Jeffrey G Ojemann; Rajesh P N Rao
Journal:  J Neurosci Methods       Date:  2013-11-06       Impact factor: 2.390

8.  High γ power in ECoG reflects cortical electrical stimulation effects on unit activity in layers V/VI.

Authors:  Azadeh Yazdan-Shahmorad; Daryl R Kipke; Mark J Lehmkuhle
Journal:  J Neural Eng       Date:  2013-10-08       Impact factor: 5.379

9.  Adaptive Laplacian filtering for sensorimotor rhythm-based brain-computer interfaces.

Authors:  Jun Lu; Dennis J McFarland; Jonathan R Wolpaw
Journal:  J Neural Eng       Date:  2012-12-10       Impact factor: 5.379

10.  The peri-Sylvian cortical network underlying single word repetition revealed by electrocortical stimulation and direct neural recordings.

Authors:  Matthew K Leonard; Ruofan Cai; Miranda C Babiak; Angela Ren; Edward F Chang
Journal:  Brain Lang       Date:  2016-07-19       Impact factor: 2.381

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.