Literature DB >> 23862678

Sensors and decoding for intracortical brain computer interfaces.

Mark L Homer1, Arto V Nurmikko, John P Donoghue, Leigh R Hochberg.   

Abstract

Intracortical brain computer interfaces (iBCIs) are being developed to enable people to drive an output device, such as a computer cursor, directly from their neural activity. One goal of the technology is to help people with severe paralysis or limb loss. Key elements of an iBCI are the implanted sensor that records the neural signals and the software that decodes the user's intended movement from those signals. Here, we focus on recent advances in these two areas, placing special attention on contributions that are or may soon be adopted by the iBCI research community. We discuss how these innovations increase the technology's capability, accuracy, and longevity, all important steps that are expanding the range of possible future clinical applications.

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Year:  2013        PMID: 23862678      PMCID: PMC3985135          DOI: 10.1146/annurev-bioeng-071910-124640

Source DB:  PubMed          Journal:  Annu Rev Biomed Eng        ISSN: 1523-9829            Impact factor:   9.590


  97 in total

1.  Recursive bayesian decoding of motor cortical signals by particle filtering.

Authors:  A E Brockwell; A L Rojas; R E Kass
Journal:  J Neurophysiol       Date:  2004-04       Impact factor: 2.714

2.  Real-time decoding of nonstationary neural activity in motor cortex.

Authors:  Wei Wu; Nicholas G Hatsopoulos
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2008-06       Impact factor: 3.802

3.  Decoding covert spatial attention using electrocorticographic (ECoG) signals in humans.

Authors:  Aysegul Gunduz; Peter Brunner; Amy Daitch; Eric C Leuthardt; Anthony L Ritaccio; Bijan Pesaran; Gerwin Schalk
Journal:  Neuroimage       Date:  2012-02-16       Impact factor: 6.556

4.  A high-performance brain-computer interface.

Authors:  Gopal Santhanam; Stephen I Ryu; Byron M Yu; Afsheen Afshar; Krishna V Shenoy
Journal:  Nature       Date:  2006-07-13       Impact factor: 49.962

5.  Adaptive decoding for brain-machine interfaces through Bayesian parameter updates.

Authors:  Zheng Li; Joseph E O'Doherty; Mikhail A Lebedev; Miguel A L Nicolelis
Journal:  Neural Comput       Date:  2011-09-15       Impact factor: 2.026

Review 6.  Challenges and opportunities for next-generation intracortically based neural prostheses.

Authors:  Vikash Gilja; Cindy A Chestek; Ilka Diester; Jaimie M Henderson; Karl Deisseroth; Krishna V Shenoy
Journal:  IEEE Trans Biomed Eng       Date:  2011-01-20       Impact factor: 4.538

7.  HermesC: low-power wireless neural recording system for freely moving primates.

Authors:  Cynthia A Chestek; Vikash Gilja; Paul Nuyujukian; Ryan J Kier; Florian Solzbacher; Stephen I Ryu; Reid R Harrison; Krishna V Shenoy
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2009-06-02       Impact factor: 3.802

8.  Cortical representation of ipsilateral arm movements in monkey and man.

Authors:  Karunesh Ganguly; Lavi Secundo; Gireeja Ranade; Amy Orsborn; Edward F Chang; Dragan F Dimitrov; Jonathan D Wallis; Nicholas M Barbaro; Robert T Knight; Jose M Carmena
Journal:  J Neurosci       Date:  2009-10-14       Impact factor: 6.167

9.  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

10.  Extracting kinematic parameters for monkey bipedal walking from cortical neuronal ensemble activity.

Authors:  Nathan A Fitzsimmons; Mikhail A Lebedev; Ian D Peikon; Miguel A L Nicolelis
Journal:  Front Integr Neurosci       Date:  2009-03-09
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  29 in total

Review 1.  Review: Human Intracortical Recording and Neural Decoding for Brain-Computer Interfaces.

Authors:  David M Brandman; Sydney S Cash; Leigh R Hochberg
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2017-03-02       Impact factor: 3.802

2.  A neural network for online spike classification that improves decoding accuracy.

Authors:  Deepa Issar; Ryan C Williamson; Sanjeev B Khanna; Matthew A Smith
Journal:  J Neurophysiol       Date:  2020-02-26       Impact factor: 2.714

3.  EEG-Based Brain-Computer Interfaces.

Authors:  D J McFarland; J R Wolpaw
Journal:  Curr Opin Biomed Eng       Date:  2017-11-28

4.  Assessment of brain-machine interfaces from the perspective of people with paralysis.

Authors:  Christine H Blabe; Vikash Gilja; Cindy A Chestek; Krishna V Shenoy; Kim D Anderson; Jaimie M Henderson
Journal:  J Neural Eng       Date:  2015-07-14       Impact factor: 5.379

5.  The development of neural stimulators: a review of preclinical safety and efficacy studies.

Authors:  Robert K Shepherd; Joel Villalobos; Owen Burns; David A X Nayagam
Journal:  J Neural Eng       Date:  2018-05-14       Impact factor: 5.379

6.  Therapeutic hypothermia reduces cortical inflammation associated with utah array implants.

Authors:  Elizabeth A Dugan; Cassie Bennett; Ilmar Tamames; W Dalton Dietrich; Curtis S King; Abhishek Prasad; Suhrud M Rajguru
Journal:  J Neural Eng       Date:  2020-04-29       Impact factor: 5.379

7.  Intention estimation in brain-machine interfaces.

Authors:  Joline M Fan; Paul Nuyujukian; Jonathan C Kao; Cynthia A Chestek; Stephen I Ryu; Krishna V Shenoy
Journal:  J Neural Eng       Date:  2014-02       Impact factor: 5.379

Review 8.  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

9.  Power-saving design opportunities for wireless intracortical brain-computer interfaces.

Authors:  Nir Even-Chen; Dante G Muratore; Sergey D Stavisky; Leigh R Hochberg; Jaimie M Henderson; Boris Murmann; Krishna V Shenoy
Journal:  Nat Biomed Eng       Date:  2020-08-03       Impact factor: 25.671

Review 10.  Implantable neurotechnologies: a review of integrated circuit neural amplifiers.

Authors:  Kian Ann Ng; Elliot Greenwald; Yong Ping Xu; Nitish V Thakor
Journal:  Med Biol Eng Comput       Date:  2016-01-22       Impact factor: 2.602

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