Literature DB >> 21750369

Decoding vowels and consonants in spoken and imagined words using electrocorticographic signals in humans.

Xiaomei Pei1, Dennis L Barbour, Eric C Leuthardt, Gerwin Schalk.   

Abstract

Several stories in the popular media have speculated that it may be possible to infer from the brain which word a person is speaking or even thinking. While recent studies have demonstrated that brain signals can give detailed information about actual and imagined actions, such as different types of limb movements or spoken words, concrete experimental evidence for the possibility to 'read the mind', i.e. to interpret internally-generated speech, has been scarce. In this study, we found that it is possible to use signals recorded from the surface of the brain (electrocorticography) to discriminate the vowels and consonants embedded in spoken and in imagined words, and we defined the cortical areas that held the most information about discrimination of vowels and consonants. The results shed light on the distinct mechanisms associated with production of vowels and consonants, and could provide the basis for brain-based communication using imagined speech.

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Year:  2011        PMID: 21750369      PMCID: PMC3772685          DOI: 10.1088/1741-2560/8/4/046028

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


  59 in total

1.  Increased gamma-range activity in human sensorimotor cortex during performance of visuomotor tasks.

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Review 2.  The anatomy of language: contributions from functional neuroimaging.

Authors:  C J Price
Journal:  J Anat       Date:  2000-10       Impact factor: 2.610

3.  Phonological alexia with vowel-consonant dissociation in non-word reading.

Authors:  Aldo R Ferreres; Cynthia V López; Nancy N China
Journal:  Brain Lang       Date:  2003-03       Impact factor: 2.381

4.  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

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.  A high-performance brain-computer interface.

Authors:  Gopal Santhanam; Stephen I Ryu; Byron M Yu; Afsheen Afshar; Krishna V Shenoy
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7.  A stereotactic method of anatomical localization for positron emission tomography.

Authors:  P T Fox; J S Perlmutter; M E Raichle
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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

9.  Electrocorticographic frequency alteration mapping: a clinical technique for mapping the motor cortex.

Authors:  Eric C Leuthardt; Kai Miller; Nicholas R Anderson; Gerwin Schalk; Joshua Dowling; John Miller; Daniel W Moran; Jeff G Ojemann
Journal:  Neurosurgery       Date:  2007-04       Impact factor: 4.654

10.  A wireless brain-machine interface for real-time speech synthesis.

Authors:  Frank H Guenther; Jonathan S Brumberg; E Joseph Wright; Alfonso Nieto-Castanon; Jason A Tourville; Mikhail Panko; Robert Law; Steven A Siebert; Jess L Bartels; Dinal S Andreasen; Princewill Ehirim; Hui Mao; Philip R Kennedy
Journal:  PLoS One       Date:  2009-12-09       Impact factor: 3.240

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  61 in total

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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

4.  Alpha power indexes task-related networks on large and small scales: A multimodal ECoG study in humans and a non-human primate.

Authors:  A de Pesters; W G Coon; P Brunner; A Gunduz; A L Ritaccio; N M Brunet; P de Weerd; M J Roberts; R Oostenveld; P Fries; G Schalk
Journal:  Neuroimage       Date:  2016-04-05       Impact factor: 6.556

Review 5.  Physiological properties of brain-machine interface input signals.

Authors:  Marc W Slutzky; Robert D Flint
Journal:  J Neurophysiol       Date:  2017-06-14       Impact factor: 2.714

Review 6.  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

7.  Hidden Markov modeling of frequency-following responses to Mandarin lexical tones.

Authors:  Fernando Llanos; Zilong Xie; Bharath Chandrasekaran
Journal:  J Neurosci Methods       Date:  2017-08-12       Impact factor: 2.390

Review 8.  Broadband changes in the cortical surface potential track activation of functionally diverse neuronal populations.

Authors:  Kai J Miller; Christopher J Honey; Dora Hermes; Rajesh P N Rao; Marcel denNijs; Jeffrey G Ojemann
Journal:  Neuroimage       Date:  2013-09-07       Impact factor: 6.556

9.  Identification of vowels in consonant-vowel-consonant words from speech imagery based EEG signals.

Authors:  Sandhya Chengaiyan; Anandha Sree Retnapandian; Kavitha Anandan
Journal:  Cogn Neurodyn       Date:  2019-10-04       Impact factor: 5.082

Review 10.  Cortical neuroprosthetics from a clinical perspective.

Authors:  Adelyn P Tsu; Mark J Burish; Jason GodLove; Karunesh Ganguly
Journal:  Neurobiol Dis       Date:  2015-08-05       Impact factor: 5.996

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