Literature DB >> 18440909

Beyond the gamma band: the role of high-frequency features in movement classification.

Kai J Miller1, Pradeep Shenoy, Marcel den Nijs, Larry B Sorensen, Rajesh N Rao, Jeffrey G Ojemann.   

Abstract

Electrocorticographic spectral changes during movement show a behavioral inflection in the classic gamma band (30-70 Hz). We quantify this inflection and demonstrate that it limits classification accuracy. We call for the designation of a functionally defined band above it, which we denote the chi-band.

Mesh：

Year:  2008        PMID： 18440909     DOI： 10.1109/TBME.2008.918569

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN： 0018-9294            Impact factor:   4.538


  24 in total

1.  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

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

Authors:  Xiaomei Pei; Dennis L Barbour; Eric C Leuthardt; Gerwin Schalk
Journal:  J Neural Eng       Date:  2011-07-13       Impact factor: 5.379

3.  Reconstructing grasping motions from high-frequency local field potentials in primary motor cortex.

Authors:  Jun Zhuang; Wilson Truccolo; Carlos Vargas-Irwin; John P Donoghue
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2010

4.  Evaluating reverse speech as a control task with language-related gamma activity on electrocorticography.

Authors:  Erik C Brown; Otto Muzik; Robert Rothermel; Naoyuki Matsuzaki; Csaba Juhász; Aashit K Shah; Marie D Atkinson; Darren Fuerst; Sandeep Mittal; Sandeep Sood; Vaibhav A Diwadkar; Eishi Asano
Journal:  Neuroimage       Date:  2012-02-23       Impact factor: 6.556

Review 5.  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

6.  Decoding of intended saccade direction in an oculomotor brain-computer interface.

Authors:  Nan Jia; Scott L Brincat; Andrés F Salazar-Gómez; Mikhail Panko; Frank H Guenther; Earl K Miller
Journal:  J Neural Eng       Date:  2017-08       Impact factor: 5.379

7.  A unifying principle underlying the extracellular field potential spectral responses in the human cortex.

Authors:  Ella Podvalny; Niv Noy; Michal Harel; Stephan Bickel; Gal Chechik; Charles E Schroeder; Ashesh D Mehta; Misha Tsodyks; Rafael Malach
Journal:  J Neurophysiol       Date:  2015-04-08       Impact factor: 2.714

Review 8.  Proceedings of the Second International Workshop on Advances in Electrocorticography.

Authors:  Anthony Ritaccio; Dana Boatman-Reich; Peter Brunner; Mackenzie C Cervenka; Andrew J Cole; Nathan Crone; Robert Duckrow; Anna Korzeniewska; Brian Litt; Kai J Miller; Daniel W Moran; Josef Parvizi; Jonathan Viventi; Justin Williams; Gerwin Schalk
Journal:  Epilepsy Behav       Date:  2011-10-28       Impact factor: 2.937

9.  Electrocorticographic (ECoG) correlates of human arm movements.

Authors:  Nicholas R Anderson; Tim Blakely; Gerwin Schalk; Eric C Leuthardt; Daniel W Moran
Journal:  Exp Brain Res       Date:  2012-09-22       Impact factor: 1.972

10.  Power-law scaling in the brain surface electric potential.

Authors:  Kai J Miller; Larry B Sorensen; Jeffrey G Ojemann; Marcel den Nijs
Journal:  PLoS Comput Biol       Date:  2009-12-18       Impact factor: 4.475
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