Literature DB >> 31871144

From thought to action: The brain-machine interface in posterior parietal cortex.

Richard A Andersen1,2, Tyson Aflalo3,2, Spencer Kellis3,2,4.   

Abstract

A dramatic example of translational monkey research is the development of neural prosthetics for assisting paralyzed patients. A neuroprosthesis consists of implanted electrodes that can record the intended movement of a paralyzed part of the body, a computer algorithm that decodes the intended movement, and an assistive device such as a robot limb or computer that is controlled by these intended movement signals. This type of neuroprosthetic system is also referred to as a brain-machine interface (BMI) since it interfaces the brain with an external machine. In this review, we will concentrate on BMIs in which microelectrode recording arrays are implanted in the posterior parietal cortex (PPC), a high-level cortical area in both humans and monkeys that represents intentions to move. This review will first discuss the basic science research performed in healthy monkeys that established PPC as a good source of intention signals. Next, it will describe the first PPC implants in human patients with tetraplegia from spinal cord injury. From these patients the goals of movements could be quickly decoded, and the rich number of action variables found in PPC indicates that it is an appropriate BMI site for a very wide range of neuroprosthetic applications. We will discuss research on learning to use BMIs in monkeys and humans and the advances that are still needed, requiring both monkey and human research to enable BMIs to be readily available in the clinic.

Entities:  

Keywords:  brain–machine interface; intention; monkey; posterior parietal cortex; tetraplegia

Year:  2019        PMID: 31871144      PMCID: PMC6936686          DOI: 10.1073/pnas.1902276116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   12.779


  73 in total

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Journal:  Annu Rev Neurosci       Date:  2002-03-27       Impact factor: 12.449

2.  Effects of motor imagery on intermanual transfer: a near-infrared spectroscopy and behavioural study.

Authors:  Kaoru Amemiya; Tomohiro Ishizu; Tomoaki Ayabe; Shozo Kojima
Journal:  Brain Res       Date:  2010-04-25       Impact factor: 3.252

3.  Functional network reorganization during learning in a brain-computer interface paradigm.

Authors:  Beata Jarosiewicz; Steven M Chase; George W Fraser; Meel Velliste; Robert E Kass; Andrew B Schwartz
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-01       Impact factor: 11.205

4.  Coding of intention in the posterior parietal cortex.

Authors:  L H Snyder; A P Batista; R A Andersen
Journal:  Nature       Date:  1997-03-13       Impact factor: 49.962

Review 5.  Stirred, Not Shaken: Motor Control with Partially Mixed Selectivity.

Authors:  Hansjörg Scherberger
Journal:  Neuron       Date:  2017-08-02       Impact factor: 17.173

6.  Motion perception: seeing and deciding.

Authors:  M N Shadlen; W T Newsome
Journal:  Proc Natl Acad Sci U S A       Date:  1996-01-23       Impact factor: 11.205

7.  Single-Neuron Representation of Memory Strength and Recognition Confidence in Left Human Posterior Parietal Cortex.

Authors:  Ueli Rutishauser; Tyson Aflalo; Emily R Rosario; Nader Pouratian; Richard A Andersen
Journal:  Neuron       Date:  2017-12-14       Impact factor: 17.173

8.  A learning-based approach to artificial sensory feedback leads to optimal integration.

Authors:  Maria C Dadarlat; Joseph E O'Doherty; Philip N Sabes
Journal:  Nat Neurosci       Date:  2014-11-24       Impact factor: 24.884

9.  Engineering Artificial Somatosensation Through Cortical Stimulation in Humans.

Authors:  Brian Lee; Daniel Kramer; Michelle Armenta Salas; Spencer Kellis; David Brown; Tatyana Dobreva; Christian Klaes; Christi Heck; Charles Liu; Richard A Andersen
Journal:  Front Syst Neurosci       Date:  2018-06-04

10.  Intrinsic Variable Learning for Brain-Machine Interface Control by Human Anterior Intraparietal Cortex.

Authors:  Sofia Sakellaridi; Vassilios N Christopoulos; Tyson Aflalo; Kelsie W Pejsa; Emily R Rosario; Debra Ouellette; Nader Pouratian; Richard A Andersen
Journal:  Neuron       Date:  2019-03-07       Impact factor: 17.173

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  16 in total

1.  From basic brain research to treating human brain disorders.

Authors:  Elizabeth A Buffalo; J Anthony Movshon; Robert H Wurtz
Journal:  Proc Natl Acad Sci U S A       Date:  2019-12-23       Impact factor: 11.205

2.  Dorsal visual stream is preferentially engaged during externally guided action selection in Parkinson Disease.

Authors:  Hiro Sparks; Katy A Cross; Jeong Woo Choi; Hristos Courellis; Jasmine Thum; Emily Koenig; Nader Pouratian
Journal:  Clin Neurophysiol       Date:  2021-12-24       Impact factor: 3.708

3.  Raising the stakes for cortical visual prostheses.

Authors:  Michael S Beauchamp; William H Bosking; Denise Oswalt; Daniel Yoshor
Journal:  J Clin Invest       Date:  2021-12-01       Impact factor: 14.808

4.  Brain-Computer Interfaces for Treatment of Focal Dystonia.

Authors:  Kristina Simonyan; Stefan K Ehrlich; Richard Andersen; Jonathan Brumberg; Frank Guenther; Mark Hallett; Matthew A Howard; José Del R Millán; Richard B Reilly; Tanja Schultz; Davide Valeriani
Journal:  Mov Disord       Date:  2022-08-10       Impact factor: 9.698

Review 5.  Preserved cortical somatotopic and motor representations in tetraplegic humans.

Authors:  Richard A Andersen; Tyson Aflalo
Journal:  Curr Opin Neurobiol       Date:  2022-05-06       Impact factor: 7.070

Review 6.  Neurons as will and representation.

Authors:  Itzhak Fried
Journal:  Nat Rev Neurosci       Date:  2021-12-20       Impact factor: 38.755

7.  Decoding grasp and speech signals from the cortical grasp circuit in a tetraplegic human.

Authors:  Sarah K Wandelt; Spencer Kellis; David A Bjånes; Kelsie Pejsa; Brian Lee; Charles Liu; Richard A Andersen
Journal:  Neuron       Date:  2022-03-31       Impact factor: 18.688

8.  Single-trial decoding of movement intentions using functional ultrasound neuroimaging.

Authors:  Sumner L Norman; David Maresca; Vassilios N Christopoulos; Whitney S Griggs; Charlie Demene; Mickael Tanter; Mikhail G Shapiro; Richard A Andersen
Journal:  Neuron       Date:  2021-03-22       Impact factor: 17.173

9.  Neural encoding of actual and imagined touch within human posterior parietal cortex.

Authors:  Srinivas Chivukula; Carey Y Zhang; Tyson Aflalo; Matiar Jafari; Kelsie Pejsa; Nader Pouratian; Richard A Andersen
Journal:  Elife       Date:  2021-03-01       Impact factor: 8.713

Review 10.  Strategies and prospects of effective neural circuits reconstruction after spinal cord injury.

Authors:  Biao Yang; Feng Zhang; Feng Cheng; Liwei Ying; Chenggui Wang; Kesi Shi; Jingkai Wang; Kaishun Xia; Zhe Gong; Xianpeng Huang; Cao Yu; Fangcai Li; Chengzhen Liang; Qixin Chen
Journal:  Cell Death Dis       Date:  2020-06-08       Impact factor: 8.469

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