Learning to control a brain–machine interface for reaching and grasping by primates
Carmena, Jose M, Lebedev, Mikhail A, Crist, Roy E, O'Doherty, Joseph E, Santucci, David M, Dimitrov, Dragan F, Patil, Parag G, Henriquez, Craig S +1 more·2003·PLoS Biology
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- Towards a Naturalistic Brain-Machine Interface: Hybrid Torque and Position Control Allows Generalization to Novel DynamicsPratik Y. Chhatbar, Joseph Thachil Francis · 2013 · PLoS ONE
- Learning in human neural networks on microelectrode arraysRita M.R. Pizzi, G. Cino, Fabrizio Gelain, Danilo Augusto de Albuquerque Rossetti, Angelo Luigi Vescovi · 2006 · Biosystems
- Reprogramming movements: extraction of motor intentions from cortical ensemble activity when movement goals changePeter J. Ifft, Mikhail Lebedev, Miguel A. L. Nicolelis · 2012 · Frontiers in Neuroengineering
- Neurophysiological foundations and practical realizations of the brain–machine interfaces in the technology in neurological rehabilitationAlexander Kaplan · 2016 · Human Physiology
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- Brain Signals for Brain–Computer InterfacesJonathan R. Wolpaw, Chadwick Boulay · 2009 · The frontiers collection
- Control of a lower limb active prosthesis with eye movement sequencesMatthieu Duvinage, T. Castermans, Thierry Dutoit · 2011 · IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)
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- A brain machine interface control algorithm designed from a feedback control perspectiveVikash Gilja, Paul Nuyujukian, Cynthia A. Chestek, John Patrick Cunningham, Byron M. Yu, Joline M. Fan, Stephen I. Ryu, K.V. Shenoy · 2012 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
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- Toward Optimal Target Placement for Neural Prosthetic DevicesCunningham, John P., Yu, Byron M., Gilja, Vikash, Ryu, Stephen I., Shenoy, Krishna V. · 2008 · Journal of Neurophysiology
- In vivo microelectrode arrays for neuroscienceNathaniel P. Williams, Mihály Vöröslakos, Delin Shi, May Yoon Pwint, Vittorino Lanzio, Hongwei Mao, Pavlo Zolotavin, Euisik Yoon, Thomas Stieglitz, Chong Xie et al. · 2025 · Nature Reviews Methods Primers
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- Hand-in-hand advances in biomedical engineering and sensorimotor restorationIolanda Pisotta, David Perruchoud, Silvio Ionta · 2015 · Journal of Neuroscience Methods
- Evaluation of Brain-computer Interfaces in Accessing Computer and other Devices by People with Severe Motor ImpairmentsGabriel Pires, Urbano Nunes, Miguel S. Castelo-Branco · 2012 · Procedia Computer Science
- Local-learning-based neuron selection for grasping gesture prediction in motor brain machine interfacesKai Xu, Yiwen Wang, Yueming Wang, Fang Wang, Yaoyao Hao, Shaomin Zhang, Qiaosheng Zhang, Weidong Chen, Xiaoxiang Zheng · 2013 · Journal of Neural Engineering
- Cortical decoding of individual finger and wrist kinematics for an upper-limb neuroprosthesisVikram Aggarwal, Francesco V. Tenore, S. Acharya, Marc H. Schieber, Nitish V. Thakor · 2009 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
- Neural Feedback for Instantaneous Spatiotemporal Modulation of Afferent Pathways in Bi-Directional Brain–Machine InterfacesJianbo Liu, Hassan K. Khalil, Karim G. Oweiss · 2011 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
- What We Think before a Voluntary MovementLogan Douglas Schneider, Elise Houdayer, Ou Bai, Mark Hallett · 2013 · Journal of Cognitive Neuroscience
- A new type of recording chamber with an easy-to-exchange microdrive array for chronic recordings in macaque monkeysFingal Orlando Galashan, Hanna C. Rempel, Anneke Meyer, Eva Gruber-Dujardin, Andreas Kurt Kreiter, Detlef Wegener · 2011 · Journal of Neurophysiology
- Human grasp point selectionUrs Kleinholdermann, Volker H. Franz, Karl R. Gegenfurtner · 2013 · Journal of Vision
- Computational analysisin vitro: dynamics and plasticity of a neuro-robotic systemAmir Karniel, Michael Kositsky, Karen M. Fleming, Michela Chiappalone, Vittorio Sanguineti, Simon T. Alford, Ferdinando A. Mussa-Ivaldi · 2005 · Journal of Neural Engineering
- Minimally invasive implantation of scalable high-density cortical microelectrode arrays for multimodal neural decoding and stimulationMark Hettick, Elton Ho, Adam J. Poole, Manuel Monge, Demetrios Papageorgiou, Kazutaka Takahashi, Morgan LaMarca, Daniel Trietsch, Kyle Reed, Mark E. Murphy et al. · 2025 · Nature Biomedical Engineering
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