Literature DB >> 27578414

Spatial resolution dependence on spectral frequency in human speech cortex electrocorticography.

Leah Muller1, Liberty S Hamilton, Erik Edwards, Kristofer E Bouchard, Edward F Chang.   

Abstract

OBJECTIVE: Electrocorticography (ECoG) has become an important tool in human neuroscience and has tremendous potential for emerging applications in neural interface technology. Electrode array design parameters are outstanding issues for both research and clinical applications, and these parameters depend critically on the nature of the neural signals to be recorded. Here, we investigate the functional spatial resolution of neural signals recorded at the human cortical surface. We empirically derive spatial spread functions to quantify the shared neural activity for each frequency band of the electrocorticogram. APPROACH: Five subjects with high-density (4 mm center-to-center spacing) ECoG grid implants participated in speech perception and production tasks while neural activity was recorded from the speech cortex, including superior temporal gyrus, precentral gyrus, and postcentral gyrus. The cortical surface field potential was decomposed into traditional EEG frequency bands. Signal similarity between electrode pairs for each frequency band was quantified using a Pearson correlation coefficient. MAIN
RESULTS: The correlation of neural activity between electrode pairs was inversely related to the distance between the electrodes; this relationship was used to quantify spatial falloff functions for cortical subdomains. As expected, lower frequencies remained correlated over larger distances than higher frequencies. However, both the envelope and phase of gamma and high gamma frequencies (30-150 Hz) are largely uncorrelated (<90%) at 4 mm, the smallest spacing of the high-density arrays. Thus, ECoG arrays smaller than 4 mm have significant promise for increasing signal resolution at high frequencies, whereas less additional gain is achieved for lower frequencies. SIGNIFICANCE: Our findings quantitatively demonstrate the dependence of ECoG spatial resolution on the neural frequency of interest. We demonstrate that this relationship is consistent across patients and across cortical areas during activity.

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Year:  2016        PMID: 27578414      PMCID: PMC5081035          DOI: 10.1088/1741-2560/13/5/056013

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


  37 in total

1.  The impact of electrode characteristics on electrocorticography (ECoG).

Authors:  Brian Wodlinger; Alan D Degenhart; Jennifer L Collinger; Elizabeth C Tyler-Kabara; Wei Wang
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

Review 2.  Unrest at rest: default activity and spontaneous network correlations.

Authors:  Randy L Buckner; Justin L Vincent
Journal:  Neuroimage       Date:  2007-01-25       Impact factor: 6.556

3.  Spatiotemporal imaging of cortical activation during verb generation and picture naming.

Authors:  Erik Edwards; Srikantan S Nagarajan; Sarang S Dalal; Ryan T Canolty; Heidi E Kirsch; Nicholas M Barbaro; Robert T Knight
Journal:  Neuroimage       Date:  2009-12-21       Impact factor: 6.556

Review 4.  Measuring and interpreting neuronal correlations.

Authors:  Marlene R Cohen; Adam Kohn
Journal:  Nat Neurosci       Date:  2011-06-27       Impact factor: 24.884

5.  Analysis of deep brain stimulation electrode characteristics for neural recording.

Authors:  Alexander R Kent; Warren M Grill
Journal:  J Neural Eng       Date:  2014-06-12       Impact factor: 5.379

6.  Spontaneous high-gamma band activity reflects functional organization of auditory cortex in the awake macaque.

Authors:  Makoto Fukushima; Richard C Saunders; David A Leopold; Mortimer Mishkin; Bruno B Averbeck
Journal:  Neuron       Date:  2012-06-07       Impact factor: 17.173

Review 7.  Cortical γ responses: searching high and low.

Authors:  Nathan E Crone; Anna Korzeniewska; Piotr J Franaszczuk
Journal:  Int J Psychophysiol       Date:  2010-11-23       Impact factor: 2.997

8.  Spatial spread of the local field potential and its laminar variation in visual cortex.

Authors:  Dajun Xing; Chun-I Yeh; Robert M Shapley
Journal:  J Neurosci       Date:  2009-09-16       Impact factor: 6.167

9.  Flexible, foldable, actively multiplexed, high-density electrode array for mapping brain activity in vivo.

Authors:  Jonathan Viventi; Dae-Hyeong Kim; Leif Vigeland; Eric S Frechette; Justin A Blanco; Yun-Soung Kim; Andrew E Avrin; Vineet R Tiruvadi; Suk-Won Hwang; Ann C Vanleer; Drausin F Wulsin; Kathryn Davis; Casey E Gelber; Larry Palmer; Jan Van der Spiegel; Jian Wu; Jianliang Xiao; Yonggang Huang; Diego Contreras; John A Rogers; Brian Litt
Journal:  Nat Neurosci       Date:  2011-11-13       Impact factor: 24.884

10.  Spatial information in large-scale neural recordings.

Authors:  Thaddeus R Cybulski; Joshua I Glaser; Adam H Marblestone; Bradley M Zamft; Edward S Boyden; George M Church; Konrad P Kording
Journal:  Front Comput Neurosci       Date:  2015-01-21       Impact factor: 2.380

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  18 in total

Review 1.  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

2.  Human Sensorimotor Cortex Control of Directly Measured Vocal Tract Movements during Vowel Production.

Authors:  David F Conant; Kristofer E Bouchard; Matthew K Leonard; Edward F Chang
Journal:  J Neurosci       Date:  2018-02-08       Impact factor: 6.167

Review 3.  Neurostimulation for Memory Enhancement in Epilepsy.

Authors:  Stephen Meisenhelter; Barbara C Jobst
Journal:  Curr Neurol Neurosci Rep       Date:  2018-04-19       Impact factor: 5.081

Review 4.  Cortical travelling waves: mechanisms and computational principles.

Authors:  Lyle Muller; Frédéric Chavane; John Reynolds; Terrence J Sejnowski
Journal:  Nat Rev Neurosci       Date:  2018-03-22       Impact factor: 34.870

5.  Decoding of cortex-wide brain activity from local recordings of neural potentials.

Authors:  Xin Liu; Chi Ren; Zhisheng Huang; Madison Wilson; Jeong-Hoon Kim; Yichen Lu; Mehrdad Ramezani; Takaki Komiyama; Duygu Kuzum
Journal:  J Neural Eng       Date:  2021-11-15       Impact factor: 5.379

6.  Development of a neural interface for high-definition, long-term recording in rodents and nonhuman primates.

Authors:  Chia-Han Chiang; Sang Min Won; Amy L Orsborn; Ki Jun Yu; Michael Trumpis; Brinnae Bent; Charles Wang; Yeguang Xue; Seunghwan Min; Virginia Woods; Chunxiu Yu; Bong Hoon Kim; Sung Bong Kim; Rizwan Huq; Jinghua Li; Kyung Jin Seo; Flavia Vitale; Andrew Richardson; Hui Fang; Yonggang Huang; Kenneth Shepard; Bijan Pesaran; John A Rogers; Jonathan Viventi
Journal:  Sci Transl Med       Date:  2020-04-08       Impact factor: 17.956

7.  Long-term recording reliability of liquid crystal polymer µECoG arrays.

Authors:  Virginia Woods; Michael Trumpis; Brinnae Bent; Kay Palopoli-Trojani; Chia-Han Chiang; Charles Wang; Chunxiu Yu; Michele N Insanally; Robert C Froemke; Jonathan Viventi
Journal:  J Neural Eng       Date:  2018-09-24       Impact factor: 5.379

8.  Flexible, high-resolution thin-film electrodes for human and animal neural research.

Authors:  Chia-Han Chiang; Charles Wang; Katrina Barth; Shervin Rahimpour; Michael Trumpis; Suseendrakumar Duraivel; Iakov Rachinskiy; Agrita Dubey; Katie E Wingel; Megan Wong; Nicholas S Witham; Thomas Odell; Virginia Woods; Brinnae Bent; Werner Doyle; Daniel Friedman; Eckardt Bihler; Christopher F Reiche; Derek G Southwell; Michael M Haglund; Allan H Friedman; Shivanand P Lad; Sasha Devore; Orrin Devinsky; Florian Solzbacher; Bijan Pesaran; Gregory Cogan; Jonathan Viventi
Journal:  J Neural Eng       Date:  2021-06-17       Impact factor: 5.043

9.  Columnar Localization and Laminar Origin of Cortical Surface Electrical Potentials.

Authors:  Vyassa L Baratham; Maximilian E Dougherty; John Hermiz; Peter Ledochowitsch; Michel M Maharbiz; Kristofer E Bouchard
Journal:  J Neurosci       Date:  2022-03-24       Impact factor: 6.709

10.  High Spatiotemporal Resolution ECoG Recording of Somatosensory Evoked Potentials with Flexible Micro-Electrode Arrays.

Authors:  Taro Kaiju; Keiichi Doi; Masashi Yokota; Kei Watanabe; Masato Inoue; Hiroshi Ando; Kazutaka Takahashi; Fumiaki Yoshida; Masayuki Hirata; Takafumi Suzuki
Journal:  Front Neural Circuits       Date:  2017-04-11       Impact factor: 3.492

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