Literature DB >> 21257365

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

Vikash Gilja1, Cindy A Chestek, Ilka Diester, Jaimie M Henderson, Karl Deisseroth, Krishna V Shenoy.   

Abstract

Neural prosthetic systems aim to help disabled patients by translating neural signals from the brain into control signals for guiding computer cursors, prosthetic arms, and other assistive devices. Intracortical electrode arrays measure action potentials and local field potentials from individual neurons, or small populations of neurons, in the motor cortices and can provide considerable information for controlling prostheses. Despite several compelling proof-of-concept laboratory animal experiments and an initial human clinical trial, at least three key challenges remain which, if left unaddressed, may hamper the translation of these systems into widespread clinical use. We review these challenges: achieving able-bodied levels of performance across tasks and across environments, achieving robustness across multiple decades, and restoring able-bodied quality proprioception and somatosensation. We also describe some emerging opportunities for meeting these challenges. If these challenges can be largely or fully met, intracortically based neural prostheses may achieve true clinical viability and help increasing numbers of disabled patients.
© 2011 IEEE

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Year:  2011        PMID: 21257365      PMCID: PMC3150197          DOI: 10.1109/TBME.2011.2107553

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


  79 in total

1.  An optogenetic toolbox designed for primates.

Authors:  Ilka Diester; Matthew T Kaufman; Murtaza Mogri; Ramin Pashaie; Werapong Goo; Ofer Yizhar; Charu Ramakrishnan; Karl Deisseroth; Krishna V Shenoy
Journal:  Nat Neurosci       Date:  2011-01-30       Impact factor: 24.884

2.  Mixture of trajectory models for neural decoding of goal-directed movements.

Authors:  Byron M Yu; Caleb Kemere; Gopal Santhanam; Afsheen Afshar; Stephen I Ryu; Teresa H Meng; Maneesh Sahani; Krishna V Shenoy
Journal:  J Neurophysiol       Date:  2007-02-28       Impact factor: 2.714

3.  Multimodal fast optical interrogation of neural circuitry.

Authors:  Feng Zhang; Li-Ping Wang; Martin Brauner; Jana F Liewald; Kenneth Kay; Natalie Watzke; Phillip G Wood; Ernst Bamberg; Georg Nagel; Alexander Gottschalk; Karl Deisseroth
Journal:  Nature       Date:  2007-04-05       Impact factor: 49.962

4.  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

5.  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

6.  Electroencephalographic (EEG) control of three-dimensional movement.

Authors:  Dennis J McFarland; William A Sarnacki; Jonathan R Wolpaw
Journal:  J Neural Eng       Date:  2010-05-11       Impact factor: 5.379

7.  A closed-loop human simulator for investigating the role of feedback control in brain-machine interfaces.

Authors:  John P Cunningham; Paul Nuyujukian; Vikash Gilja; Cindy A Chestek; Stephen I Ryu; Krishna V Shenoy
Journal:  J Neurophysiol       Date:  2010-10-13       Impact factor: 2.714

8.  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

9.  Millisecond-timescale optical control of neural dynamics in the nonhuman primate brain.

Authors:  Xue Han; Xiaofeng Qian; Jacob G Bernstein; Hui-Hui Zhou; Giovanni Talei Franzesi; Patrick Stern; Roderick T Bronson; Ann M Graybiel; Robert Desimone; Edward S Boyden
Journal:  Neuron       Date:  2009-04-30       Impact factor: 17.173

10.  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

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  50 in total

1.  Sensing with the motor cortex.

Authors:  Nicholas G Hatsopoulos; Aaron J Suminski
Journal:  Neuron       Date:  2011-11-03       Impact factor: 17.173

2.  An optogenetic toolbox designed for primates.

Authors:  Ilka Diester; Matthew T Kaufman; Murtaza Mogri; Ramin Pashaie; Werapong Goo; Ofer Yizhar; Charu Ramakrishnan; Karl Deisseroth; Krishna V Shenoy
Journal:  Nat Neurosci       Date:  2011-01-30       Impact factor: 24.884

3.  Single-trial neural correlates of arm movement preparation.

Authors:  Afsheen Afshar; Gopal Santhanam; Byron M Yu; Stephen I Ryu; Maneesh Sahani; Krishna V Shenoy
Journal:  Neuron       Date:  2011-08-11       Impact factor: 17.173

4.  Wireless opto-electro neural interface for experiments with small freely behaving animals.

Authors:  Yaoyao Jia; Wasif Khan; Byunghun Lee; Bin Fan; Fatma Madi; Arthur Weber; Wen Li; Maysam Ghovanloo
Journal:  J Neural Eng       Date:  2018-05-25       Impact factor: 5.379

Review 5.  Interfacing to the brain's motor decisions.

Authors:  Giovanni Mirabella; Mikhail А Lebedev
Journal:  J Neurophysiol       Date:  2016-12-21       Impact factor: 2.714

6.  High performance communication by people with paralysis using an intracortical brain-computer interface.

Authors:  Chethan Pandarinath; Paul Nuyujukian; Christine H Blabe; Brittany L Sorice; Jad Saab; Francis R Willett; Leigh R Hochberg; Krishna V Shenoy; Jaimie M Henderson
Journal:  Elife       Date:  2017-02-21       Impact factor: 8.140

7.  Non-causal spike filtering improves decoding of movement intention for intracortical BCIs.

Authors:  Nicolas Y Masse; Beata Jarosiewicz; John D Simeral; Daniel Bacher; Sergey D Stavisky; Sydney S Cash; Erin M Oakley; Etsub Berhanu; Emad Eskandar; Gerhard Friehs; Leigh R Hochberg; John P Donoghue
Journal:  J Neurosci Methods       Date:  2014-08-13       Impact factor: 2.390

8.  Modulation of neural activity by reward in medial intraparietal cortex is sensitive to temporal sequence of reward.

Authors:  Rishi Rajalingham; Richard Greg Stacey; Georgios Tsoulfas; Sam Musallam
Journal:  J Neurophysiol       Date:  2014-07-09       Impact factor: 2.714

9.  The tongue enables computer and wheelchair control for people with spinal cord injury.

Authors:  Jeonghee Kim; Hangue Park; Joy Bruce; Erica Sutton; Diane Rowles; Deborah Pucci; Jaimee Holbrook; Julia Minocha; Beatrice Nardone; Dennis West; Anne Laumann; Eliot Roth; Mike Jones; Emir Veledar; Maysam Ghovanloo
Journal:  Sci Transl Med       Date:  2013-11-27       Impact factor: 17.956

10.  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

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