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Expert Review of Medical Devices Volume 4, 2007 - Issue 1
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Review

Neural machine interfaces for controlling multifunctional powered upper-limb prostheses

Kengo Ohnishi Visiting Professor, Northwestern University Prosthetic Research Laboratory Research Associate, Oita University, Department of Welfare Engineering, Faculty of Engineering700 Dannoharu, Oita, 8701192, Japan. [email protected]
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Richard F Weir Research Scientist, Jesse Brown VA Medical Center - Lakeside CBOCResearch Assistant Professor, Northwestern University, Department of Physical Medicine & Rehabilitation, Feinberg School of MedicineDepartment of Biomedical Engineering, McCormick School of Engineering & Applied ScienceBiomedical Engineer, Northwestern University Prosthetic Research Laboratory345 E. Superior, RM1441, Chicago, Illinois 60611, USA. [email protected]
&
Todd A Kuiken Director, Neural Engineering Center for Artificial Limbs, Rehabilitation Institute of ChicagoAssociate Professor, Northwestern UniversityDepartment of Physical Medicine & Rehabilitation, Feinberg School of MedicineDepartment of Biomedical Engineering, McCormick School of Engineering & Applied Science345 E. Superior St. RM1309, Chicago, IL, USA. [email protected]
Pages 43-53 | Published online: 09 Jan 2014

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Ejay Nsugbe. (2021) Brain-machine and muscle-machine bio-sensing methods for gesture intent acquisition in upper-limb prosthesis control: a review. Journal of Medical Engineering & Technology 45:2, pages 115-128.
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Marcella A Kelley, Heather Benz, Susannah Engdahl & John F P Bridges. (2019) Identifying the benefits and risks of emerging integration methods for upper limb prosthetic devices in the United States: an environmental scan. Expert Review of Medical Devices 16:7, pages 631-641.
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Andrea Bertolini. (2015) Robotic prostheses as products enhancing the rights of people with disabilities. Reconsidering the structure of liability rules. International Review of Law, Computers & Technology 29:2-3, pages 116-136.
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Edward W Swanson, Hsu-Tang Cheng, Denver M Lough, W P Andrew Lee, Jaimie T Shores & Gerald Brandacher. (2015) Lower Extremity Allotransplantation: Are We Ready for Prime Time?. Vascularized Composite Allotransplantation 2:2, pages 37-46.
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Clemens Gstoettner, Christopher Festin, Cosima Prahm, Konstantin D. Bergmeister, Stefan Salminger, Agnes Sturma, Christian Hofer, Michael F. Russold, Charla L. Howard, Daniel McDonnall, Dario Farina & Oskar C. Aszmann. (2022) Feasibility of a Wireless Implantable Multi-electrode System for High-bandwidth Prosthetic Interfacing: Animal and Cadaver Study. Clinical Orthopaedics & Related Research 480:6, pages 1191-1204.
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Erkki Tukiainen, Ian Barner-Rasmussen, Pentscho Popov & Outi Kaarela. (2020) Forequarter Amputation and Reconstructive Options. Annals of Plastic Surgery 84:6, pages 651-656.
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Uvanesh K., Suraj Kumar Nayak, Biswajeet Champaty, Goutam Thakur, Biswajit Mohapatra, D. N. Tibarewala & Kunal Pal. 2020. Robotic Systems. Robotic Systems 765 785 .
Monica Espinosa & Dan Nathan-Roberts. (2019) Understanding Prosthetic Abandonment. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 63:1, pages 1644-1648.
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Jasmine Y. Zheng, Claire Kalpakjian, María Larrága-Martínez, Cynthia A. Chestek & Deanna H. Gates. (2019) Priorities for the design and control of upper limb prostheses: A focus group study. Disability and Health Journal 12:4, pages 706-711.
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Alejandra Aranceta-Garza & Bernard Arthur Conway. (2019) Differentiating Variations in Thumb Position From Recordings of the Surface Electromyogram in Adults Performing Static Grips, a Proof of Concept Study. Frontiers in Bioengineering and Biotechnology 7.
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Kostas Nizamis, Arno H. A. Stienen, Derek G. Kamper, Thierry Keller, Dick H. Plettenburg, Elliott J. Rouse, Dario Farina, Bart F. J. M. Koopman & Massimo Sartori. (2019) Transferrable Expertise From Bionic Arms to Robotic Exoskeletons: Perspectives for Stroke and Duchenne Muscular Dystrophy. IEEE Transactions on Medical Robotics and Bionics 1:2, pages 88-96.
Crossref
Georgios A. Bertos & Evangelos G. Papadopoulos. 2019. Handbook of Biomechatronics. Handbook of Biomechatronics 177 240 .
Christopher M. Frost, Daniel C. Ursu, Shane M. Flattery, Andrej Nedic, Cheryl A. Hassett, Jana D. Moon, Patrick J. Buchanan, R. Brent Gillespie, Theodore A. Kung, Stephen W. P. Kemp, Paul S. Cederna & Melanie G. Urbanchek. (2018) Regenerative peripheral nerve interfaces for real-time, proportional control of a Neuroprosthetic hand. Journal of NeuroEngineering and Rehabilitation 15:1.
Crossref
Juan Pablo Marcoleta, Waldo Nogueira, Ulrich Paul Froriep & Theodor Doll. (2018) Flexible High Density Active Neural Implants Combining a Distributed Multiplexing Transceiver Architecture with Biocompatible Technology. physica status solidi (a) 215:15.
Crossref
Keum-Shik Hong, Nida Aziz & Usman Ghafoor. (2018) Motor-commands decoding using peripheral nerve signals: a review. Journal of Neural Engineering 15:3, pages 031004.
Crossref
Mian Wang, Gujie Mi, Di Shi, Nicole Bassous, Daniel Hickey & Thomas J. Webster. (2017) Nanotechnology and Nanomaterials for Improving Neural Interfaces. Advanced Functional Materials 28:12.
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Dylan P. Losey, Craig G. McDonald, Edoardo Battaglia & Marcia K. O'Malley. (2018) A Review of Intent Detection, Arbitration, and Communication Aspects of Shared Control for Physical Human–Robot Interaction. Applied Mechanics Reviews 70:1.
Crossref
Susannah M. Engdahl, Cynthia A. Chestek, Brian Kelly, Alicia Davis & Deanna H. Gates. (2017) Factors associated with interest in novel interfaces for upper limb prosthesis control. PLOS ONE 12:8, pages e0182482.
Crossref
Hojeong Kim. (2017) Muscle length-dependent contribution of motoneuron Ca v 1.3 channels to force production in model slow motor unit . Journal of Applied Physiology 123:1, pages 88-105.
Crossref
Bryson H. Nakamura & Michael E. Hahn. (2017) Myoelectric Activation Pattern Changes in the Involved Limb of Individuals With Transtibial Amputation During Locomotor State Transitions. Archives of Physical Medicine and Rehabilitation 98:6, pages 1180-1186.
Crossref
Bryson H. Nakamura & Michael E. Hahn. (2016) MYOELECTRIC ACTIVATION DIFFERENCES IN TRANSFEMORAL AMPUTEES DURING LOCOMOTOR STATE TRANSITIONS. Biomedical Engineering: Applications, Basis and Communications 28:06, pages 1650041.
Crossref
Shintaro Oyama, Shingo Shimoda, Fady S. K. Alnajjar, Katsuyuki Iwatsuki, Minoru Hoshiyama, Hirotaka Tanaka & Hitoshi Hirata. (2016) Biomechanical Reconstruction Using the Tacit Learning System: Intuitive Control of Prosthetic Hand Rotation. Frontiers in Neurorobotics 10.
Crossref
May Salama & Ahmed Bakr. (2016) Six Prosthetic Arm Movements Using Electromyogram Signals: A Prototype. Six Prosthetic Arm Movements Using Electromyogram Signals: A Prototype.
Daniel C Ursu, Melanie G Urbanchek, Andrej Nedic, Paul S Cederna & R Brent Gillespie. (2016) In vivo characterization of regenerative peripheral nerve interface function . Journal of Neural Engineering 13:2, pages 026012.
Crossref
Uvanesh K., Suraj Kumar Nayak, Biswajeet Champaty, Goutam Thakur, Biswajit Mohapatra, D. N. Tibarewala & Kunal Pal. 2016. Classification and Clustering in Biomedical Signal Processing. Classification and Clustering in Biomedical Signal Processing 335 355 .
Ilario Imbinto, Carlo Peccia, Marco Controzzi, Andrea Giovanni Cutti, Angelo Davalli, Rinaldo Sacchetti & Christian Cipriani. (2016) Treatment of the Partial Hand Amputation: An Engineering Perspective. IEEE Reviews in Biomedical Engineering 9, pages 32-48.
Crossref
Susannah M. Engdahl, Breanne P. Christie, Brian Kelly, Alicia Davis, Cynthia A. Chestek & Deanna H. Gates. (2015) Surveying the interest of individuals with upper limb loss in novel prosthetic control techniques. Journal of NeuroEngineering and Rehabilitation 12:1.
Crossref
Yinfeng Fang, Nalinda Hettiarachchi, Dalin Zhou & Honghai Liu. (2015) Multi-Modal Sensing Techniques for Interfacing Hand Prostheses: A Review. IEEE Sensors Journal 15:11, pages 6065-6076.
Crossref
Elizaveta Okorokova, Mikhail Lebedev, Michael Linderman & Alex Ossadtchi. (2015) A dynamical model improves reconstruction of handwriting from multichannel electromyographic recordings. Frontiers in Neuroscience 9.
Crossref
X. X. Liu, G. H. Chai, H. E. Qu & N. Lan. (2015) A sensory feedback system for prosthetic hand based on evoked tactile sensation. A sensory feedback system for prosthetic hand based on evoked tactile sensation.
Pavel Takmakov, Kiersten Ruda, K Scott Phillips, Irada S Isayeva, Victor Krauthamer & Cristin G Welle. (2015) Rapid evaluation of the durability of cortical neural implants using accelerated aging with reactive oxygen species. Journal of Neural Engineering 12:2, pages 026003.
Crossref
Kristian R. Harreby, Aritra Kundu, Ken Yoshida, Tim Boretius, Thomas Stieglitz & Winnie Jensen. (2015) Subchronic Stimulation Performance of Transverse Intrafascicular Multichannel Electrodes in the Median Nerve of the Göttingen Minipig. Artificial Organs 39:2, pages E36-E48.
Crossref
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Crossref
Peter S. Lum, Iian Black, Rahsaan J. Holley, Jessica Barth & Alexander W. Dromerick. (2014) Internal models of upper limb prosthesis users when grasping and lifting a fragile object with their prosthetic limb. Experimental Brain Research 232:12, pages 3785-3795.
Crossref
Dario Farina, Hubertus Rehbaum, Ales Holobar, Ivan Vujaklija, Ning Jiang, Christian Hofer, Stefan Salminger, Hans-Willem van Vliet & Oskar C. Aszmann. (2014) Noninvasive, Accurate Assessment of the Behavior of Representative Populations of Motor Units in Targeted Reinnervated Muscles. IEEE Transactions on Neural Systems and Rehabilitation Engineering 22:4, pages 810-819.
Crossref
Ian Williams & Timothy G. Constandinou. (2014) Computationally efficient modeling of proprioceptive signals in the upper limb for prostheses: a simulation study. Frontiers in Neuroscience 8.
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N.A. Abd Razak, N.A. Abu Osman, M. Kamyab, W.A.B. Wan Abas & H. Gholizadeh. (2014) Satisfaction and Problems Experienced with Wrist Movements. American Journal of Physical Medicine & Rehabilitation 93:5, pages 437-444.
Crossref
William Bishop, Cynthia C Chestek, Vikash Gilja, Paul Nuyujukian, Justin D Foster, Stephen I Ryu, Krishna V Shenoy & Byron M Yu. (2014) Self-recalibrating classifiers for intracortical brain–computer interfaces. Journal of Neural Engineering 11:2, pages 026001.
Crossref
Jessica D. Falcone, Joav Birjiniuk, Robert Kretschmar & Ravi V. Bellamkonda. 2014. Implantable Bioelectronics. Implantable Bioelectronics 87 113 .
S. Daniela García & V. María José Espinoza. (2014) Avances en prótesis: una mirada al presente y al futuro. Revista Médica Clínica Las Condes 25:2, pages 281-285.
Crossref
Carlo A. Frigo & Esteban E. Pavan. 2014. Assistive Technologies. Assistive Technologies 549 613 .
Theodore A. Kung, Reuben A. Bueno, Ghadah K. Alkhalefah, Nicholas B. Langhals, Melanie G. Urbanchek & Paul S. Cederna. (2013) Innovations in Prosthetic Interfaces for the Upper Extremity. Plastic and Reconstructive Surgery 132:6, pages 1515-1523.
Crossref
Jacopo Carpaneto, Luca Citi, Stanisa Raspopovic, Jacopo Rigosa & Silvestro Micera. 2013. Introduction to Neural Engineering for Motor Rehabilitation. Introduction to Neural Engineering for Motor Rehabilitation 311 326 .
Bernhard Graimann & Hans Dietl. 2013. Introduction to Neural Engineering for Motor Rehabilitation. Introduction to Neural Engineering for Motor Rehabilitation 267 290 .
A. Zbrzeski & R. Jung. (2013) Power/Area Efficient Low Noise Amplifier for Ultra-Low Amplitude Recording from Amputee Intrafascicular Nerve. Power/Area Efficient Low Noise Amplifier for Ultra-Low Amplitude Recording from Amputee Intrafascicular Nerve.
R. Christiansen, J. L. Contreras-Vidal, R. B. Gillespie, P. A. Shewokis & M. K. O'Malley. (2013) Vibrotactile feedback of pose error enhances myoelectric control of a prosthetic hand. Vibrotactile feedback of pose error enhances myoelectric control of a prosthetic hand.
J. D. Brown, A. Paek, M. Syed, M. K. O'Malley, P. A. Shewokis, J. L. Contreras-Vidal, A. J. Davis & R. B. Gillespie. (2013) Understanding the role of haptic feedback in a teleoperated/prosthetic grasp and lift task. Understanding the role of haptic feedback in a teleoperated/prosthetic grasp and lift task.
Cynthia A Chestek, Vikash Gilja, Christine H Blabe, Brett L Foster, Krishna V Shenoy, Josef Parvizi & Jaimie M Henderson. (2013) Hand posture classification using electrocorticography signals in the gamma band over human sensorimotor brain areas. Journal of Neural Engineering 10:2, pages 026002.
Crossref
Alexey A. Bobtsov & Alexandr S. Borgul. (2013) Human-Machine Interface for Mechatronic Devices Control. IFAC Proceedings Volumes 46:9, pages 614-618.
Crossref
Jun Shi, Jing-Yi Guo, Shu-Xian Hu & Yong-Ping Zheng. (2012) Recognition of Finger Flexion Motion from Ultrasound Image: A Feasibility Study. Ultrasound in Medicine & Biology 38:10, pages 1695-1704.
Crossref
Alexandr Borgul, Alexey Margun, Konstantin Zimenko, Artem Kremlev & Alexandr Krasnov. (2012) Intuitive control for robotic rehabilitation devices by human-machine interface with EMG and EEG signals. Intuitive control for robotic rehabilitation devices by human-machine interface with EMG and EEG signals.
Hai Huang, Shu Qiang Jiang, Yong Jie Pang & Jiang Li. (2012) A Bio-Mechanical Designed Under-Actuated Hand and Force Control Schemes. Advanced Materials Research 538-541, pages 3281-3285.
Crossref
HAI HUANG, YONG-JIE PANG, DA-PENG YANG, CHAO-YU SUN, LI JIANG, NAN LI & HONG LIU. (2012) A BIO-MECHANICAL DESIGNED PROSTHETIC HAND WITH MULTI-CONTROL STRATEGIES. International Journal of Humanoid Robotics 09:02, pages 1250013.
Crossref
J. Carpaneto, K. H. Somerlik, T. B. Krueger, T. Stieglitz & S. Micera. (2012) Natural muscular recruitment during reaching tasks to control hand prostheses. Natural muscular recruitment during reaching tasks to control hand prostheses.
Raoul M. Bongers, Peter J. Kyberd, Hanneke Bouwsema, Laurence P.J. Kenney, Dick H. Plettenburg & Corry K. Van der Sluis. (2012) Bernstein’s Levels of Construction of Movements Applied to Upper Limb Prosthetics. JPO Journal of Prosthetics and Orthotics 24:2, pages 67-76.
Crossref
Carlo A. Frigo & Esteban E. Pavan. 2012. Handbook of Research on Biomedical Engineering Education and Advanced Bioengineering Learning. Handbook of Research on Biomedical Engineering Education and Advanced Bioengineering Learning 788 852 .
Charles W. Lu, Parag G. Patil & Cynthia A. Chestek. 2012. Emerging Horizons in Neuromodulation - New Frontiers in Brain and Spine Stimulation. Emerging Horizons in Neuromodulation - New Frontiers in Brain and Spine Stimulation 137 160 .
J. Carpaneto, A. Cutrone, S. Bossi, P. Sergi, L. Citi, J. Rigosa, P. M. Rossini & S. Micera. (2011) Activities on PNS neural interfaces for the control of hand prostheses. Activities on PNS neural interfaces for the control of hand prostheses.
A Saikia & S M Hazarika. (2011) Bispectrum analysis of EEG during observation and imagination of hand movement. Bispectrum analysis of EEG during observation and imagination of hand movement.
David Bradley. (2010) Mechatronics – More questions than answers. Mechatronics 20:8, pages 827-841.
Crossref
German D. Valderrama-Gonzalez, Mark N. Gasson, Kevin Warwick & Benjamin J. Whalley. (2010) Prosthesis grasp reflex via peripheral nerve control — An in vitro study. Prosthesis grasp reflex via peripheral nerve control — An in vitro study.
R B Gillespie, J L Contreras-Vidal, P A Shewokis, M K O'Malley, J D Brown, H Agashe, R Gentili & A Davis. (2010) Toward improved sensorimotor integration and learning using upper-limb prosthetic devices. Toward improved sensorimotor integration and learning using upper-limb prosthetic devices.
David Bradley & David W. Russell. 2010. Mechatronics in Action. Mechatronics in Action 1 17 .
Gregory S Sawicki & Daniel P Ferris. (2009) A pneumatically powered knee-ankle-foot orthosis (KAFO) with myoelectric activation and inhibition. Journal of NeuroEngineering and Rehabilitation 6:1.
Crossref
Michael Linderman, Mikhail A. Lebedev & Joseph S. Erlichman. (2009) Recognition of Handwriting from Electromyography. PLoS ONE 4:8, pages e6791.
Crossref
Brent Gillespie, John Baker, Marcia O'Malley, Patricia Shewokis & Jose Luis Contreras-Vidal. (2009) Functionally biarticular control for smart prosthetics. Functionally biarticular control for smart prosthetics.
Alexander W. Dromerick, Christopher N. Schabowsky, Rahsaan J. Holley, Brian Monroe, Anne Markotic & Peter S. Lum. (2008) Effect of Training on Upper-Extremity Prosthetic Performance and Motor Learning: A Single-Case Study. Archives of Physical Medicine and Rehabilitation 89:6, pages 1199-1204.
Crossref
Kevin B. Fite, Thomas J. Withrow, Xiangrong Shen, Keith W. Wait, Jason E. Mitchell & Michael Goldfarb. (2008) A Gas-Actuated Anthropomorphic Prosthesis for Transhumeral Amputees. IEEE Transactions on Robotics 24:1, pages 159-169.
Crossref
Justin C. Sanchez & José C. PrincipeJustin C. Sanchez & José C. Principe. 2007. Brain-Machine Interface Engineering. Brain-Machine Interface Engineering 1 20 .
Justin C. Sanchez & José C. Principe. 2007. Brain-Machine Interface Engineering. Brain-Machine Interface Engineering.

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