Literature DB >> 25999506

Neurophysiology. Decoding motor imagery from the posterior parietal cortex of a tetraplegic human.

Tyson Aflalo1, Spencer Kellis1, Christian Klaes1, Brian Lee2, Ying Shi1, Kelsie Pejsa1, Kathleen Shanfield3, Stephanie Hayes-Jackson3, Mindy Aisen3, Christi Heck2, Charles Liu2, Richard A Andersen4.   

Abstract

Nonhuman primate and human studies have suggested that populations of neurons in the posterior parietal cortex (PPC) may represent high-level aspects of action planning that can be used to control external devices as part of a brain-machine interface. However, there is no direct neuron-recording evidence that human PPC is involved in action planning, and the suitability of these signals for neuroprosthetic control has not been tested. We recorded neural population activity with arrays of microelectrodes implanted in the PPC of a tetraplegic subject. Motor imagery could be decoded from these neural populations, including imagined goals, trajectories, and types of movement. These findings indicate that the PPC of humans represents high-level, cognitive aspects of action and that the PPC can be a rich source for cognitive control signals for neural prosthetics that assist paralyzed patients.
Copyright © 2015, American Association for the Advancement of Science.

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Year:  2015        PMID: 25999506      PMCID: PMC4896830          DOI: 10.1126/science.aaa5417

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  21 in total

Review 1.  Intentional maps in posterior parietal cortex.

Authors:  Richard A Andersen; Christopher A Buneo
Journal:  Annu Rev Neurosci       Date:  2002-03-27       Impact factor: 12.449

2.  Forward estimation of movement state in posterior parietal cortex.

Authors:  Grant H Mulliken; Sam Musallam; Richard A Andersen
Journal:  Proc Natl Acad Sci U S A       Date:  2008-05-22       Impact factor: 11.205

3.  Continuous closed-loop decoder adaptation with a recursive maximum likelihood algorithm allows for rapid performance acquisition in brain-machine interfaces.

Authors:  Siddharth Dangi; Suraj Gowda; Helene G Moorman; Amy L Orsborn; Kelvin So; Maryam Shanechi; Jose M Carmena
Journal:  Neural Comput       Date:  2014-06-12       Impact factor: 2.026

4.  On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex.

Authors:  A P Georgopoulos; J F Kalaska; R Caminiti; J T Massey
Journal:  J Neurosci       Date:  1982-11       Impact factor: 6.167

5.  Maintaining internal representations: the role of the human superior parietal lobe.

Authors:  D M Wolpert; S J Goodbody; M Husain
Journal:  Nat Neurosci       Date:  1998-10       Impact factor: 24.884

6.  The mental representation of hand movements after parietal cortex damage.

Authors:  A Sirigu; J R Duhamel; L Cohen; B Pillon; B Dubois; Y Agid
Journal:  Science       Date:  1996-09-13       Impact factor: 47.728

7.  Decoding trajectories from posterior parietal cortex ensembles.

Authors:  Grant H Mulliken; Sam Musallam; Richard A Andersen
Journal:  J Neurosci       Date:  2008-11-26       Impact factor: 6.167

8.  Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia.

Authors:  Sung-Phil Kim; John D Simeral; Leigh R Hochberg; John P Donoghue; Michael J Black
Journal:  J Neural Eng       Date:  2008-11-18       Impact factor: 5.379

Review 9.  Toward more versatile and intuitive cortical brain-machine interfaces.

Authors:  Richard A Andersen; Spencer Kellis; Christian Klaes; Tyson Aflalo
Journal:  Curr Biol       Date:  2014-09-22       Impact factor: 10.834

10.  Optic ataxia: a specific disruption in visuomotor mechanisms. I. Different aspects of the deficit in reaching for objects.

Authors:  M T Perenin; A Vighetto
Journal:  Brain       Date:  1988-06       Impact factor: 13.501

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  151 in total

1.  Single-trial decoding of intended eye movement goals from lateral prefrontal cortex neural ensembles.

Authors:  Chadwick B Boulay; Florian Pieper; Matthew Leavitt; Julio Martinez-Trujillo; Adam J Sachs
Journal:  J Neurophysiol       Date:  2015-11-11       Impact factor: 2.714

2.  Object discrimination using electrotactile feedback.

Authors:  Tapas J Arakeri; Brady A Hasse; Andrew J Fuglevand
Journal:  J Neural Eng       Date:  2018-04-09       Impact factor: 5.379

3.  Toward guiding principles for the design of biologically-integrated electrodes for the central nervous system.

Authors:  Cort H Thompson; Ti'Air E Riggins; Paras R Patel; Cynthia A Chestek; Wen Li; Erin Purcell
Journal:  J Neural Eng       Date:  2020-03-12       Impact factor: 5.379

4.  Brain-state classification and a dual-state decoder dramatically improve the control of cursor movement through a brain-machine interface.

Authors:  Nicholas A Sachs; Ricardo Ruiz-Torres; Eric J Perreault; Lee E Miller
Journal:  J Neural Eng       Date:  2015-12-11       Impact factor: 5.379

5.  Clocking the social mind by identifying mental processes in the IAT with electrical neuroimaging.

Authors:  Bastian Schiller; Lorena R R Gianotti; Thomas Baumgartner; Kyle Nash; Thomas Koenig; Daria Knoch
Journal:  Proc Natl Acad Sci U S A       Date:  2016-02-22       Impact factor: 11.205

6.  Partially Mixed Selectivity in Human Posterior Parietal Association Cortex.

Authors:  Carey Y Zhang; Tyson Aflalo; Boris Revechkis; Emily R Rosario; Debra Ouellette; Nader Pouratian; Richard A Andersen
Journal:  Neuron       Date:  2017-07-20       Impact factor: 17.173

7.  Distinct types of neural reorganization during long-term learning.

Authors:  Xiao Zhou; Rex N Tien; Sadhana Ravikumar; Steven M Chase
Journal:  J Neurophysiol       Date:  2019-02-06       Impact factor: 2.714

Review 8.  Clinical neuroprosthetics: Today and tomorrow.

Authors:  Morgan B Lee; Daniel R Kramer; Terrance Peng; Michael F Barbaro; Charles Y Liu; Spencer Kellis; Brian Lee
Journal:  J Clin Neurosci       Date:  2019-07-30       Impact factor: 1.961

9.  Stable long-term chronic brain mapping at the single-neuron level.

Authors:  Tian-Ming Fu; Guosong Hong; Tao Zhou; Thomas G Schuhmann; Robert D Viveros; Charles M Lieber
Journal:  Nat Methods       Date:  2016-08-29       Impact factor: 28.547

10.  Three-Dimensional Brain-Computer Interface Control Through Simultaneous Overt Spatial Attentional and Motor Imagery Tasks.

Authors:  Jianjun Meng; Taylor Streitz; Nicholas Gulachek; Daniel Suma; Bin He
Journal:  IEEE Trans Biomed Eng       Date:  2018-10-01       Impact factor: 4.538

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