Learning to control a brain–machine interface for reaching and grasping by primates

Guide for the Care and Use of Laboratory Animals: Eighth Edition

(2011) · doi:10.17226/12910 · Cited by 16,199 · see citing works

The 1996 Guide for the Care and Use of Laboratory Animals

Clark, J. D., Gebhart, G. F., Gonder, J. C., Keeling, M. E., & Kohn, D. F. (1997) · ILAR Journal · doi:10.1093/ilar.38.1.41 · Cited by 4,422 · see citing works

Direct isolation of human central nervous system stem cells

Uchida, N., Buck, D. W., He, D., Reitsma, M. J., Masek, M., Phan, T. V., Tsukamoto, A. S., Gage, F. H., & Weissman, I. L. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.26.14720 · Cited by 1,829 · see citing works

A spelling device for the paralysed

Birbaumer, N., Ghanayim, N., Hinterberger, T., Iversen, I., Kotchoubey, B., Kübler, A., Perelmouter, J., Taub, E., & Flor, H. (1999) · Nature · doi:10.1038/18581 · Cited by 1,577 · see citing works

Direct Cortical Control of 3D Neuroprosthetic Devices

Taylor, D. M., Tillery, S. I. H., & Schwartz, A. B. (2002) · Science · doi:10.1126/science.1070291 · Cited by 1,542 · see citing works

Real-time prediction of hand trajectory by ensembles of cortical neurons in primates

Wessberg, J., Stambaugh, C. R., Kralik, J. D., Beck, P. D., Laubach, M., Chapin, J. K., Kim, J., Biggs, S. J., Srinivasan, M. A., & Nicolelis, M. A. L. (2000) · Nature · doi:10.1038/35042582 · Cited by 1,491 · see citing works

Instant neural control of a movement signal

Serruya, M. D., Hatsopoulos, N. G., Paninski, L., Fellows, M. R., & Donoghue, J. P. (2002) · Nature · doi:10.1038/416141a · Cited by 1,415 · see citing works

Coding of modified body schema during tool use by macaque postcentral neurones

lriki, A., Tanaka, M., & Iwamura, Y. (1996) · NeuroReport · doi:10.1097/00001756-199610020-00010 · Cited by 1,274 · cited 2× · see citing works

Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex

Chapin, J. K., Moxon, K. A., Markowitz, R. S., & Nicolelis, M. A. L. (1999) · Nature Neuroscience · doi:10.1038/10223 · Cited by 1,168 · see citing works

Temporal structure in neuronal activity during working memory in macaque parietal cortex

Pesaran, B., Pezaris, J. S., Sahani, M., Mitra, P. P., & Andersen, R. A. (2002) · Nature Neuroscience · doi:10.1038/nn890 · Cited by 1,029 · see citing works

PREMOTOR AND PARIETAL CORTEX: Corticocortical Connectivity and Combinatorial Computations

Wise, S. P., Boussaoud, D., Johnson, P. B., & Caminiti, R. (1997) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.20.1.25 · Cited by 952 · see citing works

Mental Rotation of the Neuronal Population Vector

Georgopoulos, A. P., Lurito, J. T., Petrides, M., Schwartz, A. B., & Massey, J. T. (1989) · Science · doi:10.1126/science.2911737 · Cited by 910 · see citing works

Muscle and movement representations in the primary motor cortex

Kakei, S., Hoffman, D. S., & Strick, P. L. (1999) · Science · doi:10.1126/science.285.5436.2136 · Cited by 796 · see citing works

Chronic, multisite, multielectrode recordings in macaque monkeys

Nicolelis, M. A. L., Dimitrov, D., Carmena, J. M., Crist, R., Lehew, G., Kralik, J. D., & Wise, S. P. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1934665100 · Cited by 740 · see citing works

Connecting cortex to machines: recent advances in brain interfaces

Donoghue, J. P. (2002) · Nature Neuroscience · doi:10.1038/nn947 · Cited by 720 · see citing works

Long-Distance Axonal Regeneration in the Transected Adult Rat Spinal Cord Is Promoted by Olfactory Ensheathing Glia Transplants

Ramón‐Cueto, A., Plant, G. W., Ávila, J., & Bunge, M. B. (1998) · Journal of Neuroscience · doi:10.1523/jneurosci.18-10-03803.1998 · Cited by 710 · see citing works

Actions from thoughts

Nicolelis, M. A. L. (2001) · Nature · doi:10.1038/35053191 · Cited by 696 · see citing works

Operant Conditioning of Cortical Unit Activity

Fetz, E. E. (1969) · Science · doi:10.1126/science.163.3870.955 · Cited by 631 · see citing works

Brain–machine interfaces to restore motor function and probe neural circuits

Nicolelis, M. A. L. (2003) · Nature reviews. Neuroscience · doi:10.1038/nrn1105 · Cited by 590 · see citing works

Direct cortical control of muscle activation in voluntary arm movements: a model

Todorov, E. (2000) · Nature Neuroscience · doi:10.1038/73964 · Cited by 439 · see citing works

Neuronal Correlates of Motor Performance and Motor Learning in the Primary Motor Cortex of Monkeys Adapting to an External Force Field

Li, C.-S. R., Padoa‐Schioppa, C., & Bizzi, E. (2001) · Neuron · doi:10.1016/s0896-6273(01)00301-4 · Cited by 422 · see citing works

Repairing the Injured Spinal Cord

Schwab, M. E. (2002) · Science · doi:10.1126/science.1067840 · Cited by 403 · see citing works

Neural representations of the target (goal) of visually guided arm movements in three motor areas of the monkey

Alexander, G. E., & Crutcher, M. D. (1990) · Journal of Neurophysiology · doi:10.1152/jn.1990.64.1.164 · Cited by 397 · see citing works

Spinal axon regeneration evoked by replacing two growth cone proteins in adult neurons

Bomze, H. M., Bulsara, K. R., Iskandar, B. J., Caroni, P., & Skene, J. H. P. (2001) · Nature Neuroscience · doi:10.1038/82881 · Cited by 375 · see citing works

Rat navigation guided by remote control

Talwar, S. K., Xu, S., Hawley, E. S., Weiss, S. A., Moxon, K. A., & Chapin, J. K. (2002) · Nature · doi:10.1038/417037a · Cited by 372 · see citing works

Are movement parameters recognizably coded in the activity of single neurons

Fetz, E. E. (1992) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00072599 · Cited by 312 · see citing works

Recent demographic and injury trends in people served by the model spinal cord injury care systems

Nobunaga, A. I., Go, B. K., & Karunas, R. B. (1999) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/s0003-9993(99)90247-2 · Cited by 282 · see citing works

Parieto-frontal coding of reaching: an integrated framework

Burnod, Y., Baraduc, P., Battaglia‐Mayer, A., Guigon, E., Koechlin, É., Ferraina, S., Lacquaniti, F., & Caminiti, R. (1999) · Experimental Brain Research · doi:10.1007/s002210050902 · Cited by 230 · see citing works

Preferential Representation of Instructed Target Location Versus Limb Trajectory in Dorsal Premotor Area

Shen, L., & Alexander, G. E. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.77.3.1195 · Cited by 229 · see citing works

Dissociation between hand motion and population vectors from neural activity in motor cortex

Scott, S. H., Gribble, P. L., Graham, K. M., & Cabel, D. W. (2001) · Nature · doi:10.1038/35093102 · Cited by 225 · see citing works

Do neurons in the motor cortex encode movement direction? An alternative hypothesis

Mussa-Ivaldi, F. A. (1988) · Neuroscience Letters · doi:10.1016/0304-3940(88)90257-1 · Cited by 211 · see citing works

Covariation of Primate Dorsal Premotor Cell Activity With Direction and Amplitude During a Memorized-Delay Reaching Task

Messier, J., & Kalaska, J. F. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.84.1.152 · Cited by 202 · see citing works

Operant Conditioning of Specific Patterns of Neural and Muscular Activity

Fetz, E. E., & Finocchio, D. V. (1971) · Science · doi:10.1126/science.174.4007.431 · Cited by 202 · see citing works

Operantly conditioned patterns on precentral unit activity and correlated responses in adjacent cells and contralateral muscles.

Fetz, E. E., & Baker, M. (1973) · Journal of Neurophysiology · doi:10.1152/jn.1973.36.2.179 · Cited by 201 · see citing works

Correlations between activity of motor cortex cells and arm muscles during operantly conditioned response patterns

Fetz, E. E., & Finocchio, D. V. (1975) · Experimental Brain Research · doi:10.1007/bf00239736 · Cited by 183 · see citing works

Book Review: Bridging Areas of Injury in the Spinal Cord

Bunge, M. B. (2001) · The Neuroscientist · doi:10.1177/107385840100700409 · Cited by 179 · see citing works

Single neuron recording from motor cortex as a possible source of signals for control of external devices

Schmidt, E. M. (1980) · Annals of Biomedical Engineering · doi:10.1007/bf02363437 · Cited by 129 · see citing works

Multielectrode recordings: the next steps

Nicolelis, M. A. L., & Ribeiro, S. T. G. (2002) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(02)00374-4 · Cited by 119 · see citing works

Optimizing a Linear Algorithm for Real-Time Robotic Control using Chronic Cortical Ensemble Recordings in Monkeys

Wessberg, J., & Nicolelis, M. A. L. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929041502652 · Cited by 105 · see citing works

Tuning for the orientation of spatial attention in dorsal premotor cortex

Lebedev, M., & Wise, S. P. (2001) · European Journal of Neuroscience · doi:10.1046/j.0953-816x.2001.01457.x · Cited by 85 · see citing works

Central processes for the multiparametric control of arm movements in primates

Johnson, M. T. V., Mason, C. R., & Ebner, T. J. (2001) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(01)00269-0 · Cited by 43 · see citing works

Dynamic Interplay of Neural Signals during the Emergence of Cursor Related Cortex in a Human Implanted with the Neurotrophic

Kennedy, P., & King, B. (2000) · Frontiers in neuroscience · doi:10.1201/9781420039054.ch7 · Cited by 12 · see citing works

Neuronal ensemble control of prosthetic devices by a human with tetraplegia

Hochberg, L. R., Serruya, M. D., Friehs, G. M., Mukand, J. A., Saleh, M., Caplan, A. H., Branner, A., Chen, D., Penn, R. D., & Donoghue, J. P. (2006) · Nature · doi:10.1038/nature04970 · Cited by 3,295 · see citing works

Beyond mind-reading: multi-voxel pattern analysis of fMRI data

Norman, K. A., Polyn, S. M., Detre, G. J., & Haxby, J. V. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.07.005 · Cited by 2,271 · see citing works

Response of brain tissue to chronically implanted neural electrodes

Polikov, V. S., Tresco, P. A., & Reichert, W. M. (2005) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2005.08.015 · Cited by 1,896 · see citing works

Brain–machine interfaces: past, present and future

Lebedev, M. A., & Nicolelis, M. A. L. (2006) · Trends in Neurosciences · doi:10.1016/j.tins.2006.07.004 · Cited by 1,875 · see citing works

Large-scale recording of neuronal ensembles

Buzsáki, G. (2004) · Nature Neuroscience · doi:10.1038/nn1233 · Cited by 1,875 · see citing works

Cortical control of a prosthetic arm for self-feeding

Velliste, M., Perel, S., Spalding, M. C., Whitford, A. S., & Schwartz, A. B. (2008) · Nature · doi:10.1038/nature06996 · Cited by 1,591 · see citing works

Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans

Wolpaw, J. R., & McFarland, D. J. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0403504101 · Cited by 1,512 · see citing works

Neural syntax: cell assemblies, synapsembles, and readers

Buzsáki, G. (2010) · Neuron · doi:10.1016/j.neuron.2010.09.023 · Cited by 1,289 · see citing works

Virtual reality in neuroscience research and therapy

Bohil, C. J., Alicea, B., & Biocca, F. A. (2011) · Nature Reviews Neuroscience · doi:10.1038/nrn3122 · Cited by 1,108 · see citing works

Brain–computer interfaces in neurological rehabilitation

Daly, J. J., & Wolpaw, J. R. (2008) · The Lancet Neurology · doi:10.1016/s1474-4422(08)70223-0 · Cited by 1,149 · see citing works

The log-dynamic brain: how skewed distributions affect network operations

Buzsáki, G., & Mizuseki, K. (2014) · Nature reviews. Neuroscience · doi:10.1038/nrn3687 · Cited by 964 · see citing works

Brain–computer interfaces for communication and rehabilitation

Chaudhary, U., Birbaumer, N., & Ramos-Murguialday, A. (2016) · Nature Reviews Neurology · doi:10.1038/nrneurol.2016.113 · Cited by 928 · see citing works

Combining brain-computer interfaces and assistive technologies: state-of-the-art and challenges

Millán, J. D. R. (2010) · Frontiers in Neuroscience · doi:10.3389/fnins.2010.00161 · Cited by 870 · see citing works

Observed Brain Dynamics

Mitra, P. P., & Bokil, H. (2007) · doi:10.1093/acprof:oso/9780195178081.001.0001 · Cited by 819 · see citing works

Brain-Controlled Interfaces: Movement Restoration with Neural Prosthetics

Schwartz, A. B., Cui, X. T., Weber, D. J., & Moran, D. W. (2006) · Neuron · doi:10.1016/j.neuron.2006.09.019 · Cited by 792 · see citing works

Cognitive Enhancement: Methods, Ethics, Regulatory Challenges

Bostrom, N., & Sandberg, A. (2009) · Science and Engineering Ethics · doi:10.1007/s11948-009-9142-5 · Cited by 757 · see citing works

A survey of signal processing algorithms in brain–computer interfaces based on electrical brain signals

Bashashati, A., Fatourechi, M., Ward, R. K., & Birch, G. E. (2007) · Journal of Neural Engineering · doi:10.1088/1741-2560/4/2/r03 · Cited by 907 · see citing works

Breaking the silence: Brain-computer interfaces (BCI) for communication and motor control

Birbaumer, N. (2006) · Psychophysiology · doi:10.1111/j.1469-8986.2006.00456.x · Cited by 722 · see citing works

A high-performance brain–computer interface

Santhanam, G., Ryu, S. I., Yu, B. M., Afshar, A., & Shenoy, K. V. (2006) · Nature · doi:10.1038/nature04968 · Cited by 698 · see citing works

Neural Manifolds for the Control of Movement

Gallego, J. Á., Perich, M. G., Miller, L. E., & Solla, S. A. (2017) · Neuron · doi:10.1016/j.neuron.2017.05.025 · Cited by 676 · see citing works

Cognitive Control Signals for Neural Prosthetics

Musallam, S., Corneil, B. D., Greger, B., Scherberger, H., & Andersen, R. A. (2004) · Science · doi:10.1126/science.1097938 · Cited by 663 · see citing works

A brain-actuated wheelchair: Asynchronous and non-invasive Brain–computer interfaces for continuous control of robots

Galán, F., Nuttin, M., Lew, E. Y. L., Ferrez, P. W., Vanacker, G., Philips, J., & Millán, J. D. R. (2008) · Clinical Neurophysiology · doi:10.1016/j.clinph.2008.06.001 · Cited by 660 · see citing works

Brain-Machine Interfaces: From Basic Science to Neuroprostheses and Neurorehabilitation

Lebedev, M., & Nicolelis, M. A. L. (2017) · Physiological Reviews · doi:10.1152/physrev.00027.2016 · Cited by 655 · see citing works

Active tactile exploration using a brain–machine–brain interface

O’Doherty, J. E., Lebedev, M. A., Ifft, P. J., Zhuang, K. Z., Shokur, S., Bleuler, H., & Nicolelis, M. A. L. (2011) · Nature · doi:10.1038/nature10489 · Cited by 629 · see citing works

Chronic neural recordings using silicon microelectrode arrays electrochemically deposited with a poly(3,4-ethylenedioxythiophene) (PEDOT) film

Ludwig, K. A., Uram, J. D., Yang, J., Martin, D. C., & Kipke, D. R. (2006) · Journal of Neural Engineering · doi:10.1088/1741-2560/3/1/007 · Cited by 638 · see citing works

Emergence of a stable cortical map for neuroprosthetic control

Ganguly, K., & Carmena, J. M. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000153 · Cited by 578 · see citing works

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

Pandarinath, C., Nuyujukian, P., Blabe, C. H., Sorice, B. L., Saab, J., Willett, F. R., Hochberg, L. R., Shenoy, K. V., & Henderson, J. M. (2017) · eLife · doi:10.7554/elife.18554 · Cited by 566 · see citing works

A high-performance neural prosthesis enabled by control algorithm design

Gilja, V., Nuyujukian, P., Chestek, C. A., Cunningham, J. P., Yu, B. M., Fan, J. M., Churchland, M. M., Kaufman, M. T., Kao, J. C., Ryu, S. I., et al. (2012) · Nature Neuroscience · doi:10.1038/nn.3265 · Cited by 564 · see citing works

Direct control of paralysed muscles by cortical neurons

Moritz, C. T., Perlmutter, S. I., & Fetz, E. E. (2008) · Nature · doi:10.1038/nature07418 · Cited by 602 · see citing works

CORTICAL NEURAL PROSTHETICS

Schwartz, A. B. (2004) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.27.070203.144233 · Cited by 560 · see citing works

Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array

Simeral, J. D., Kim, S.-P., Black, M. J., Donoghue, J. P., & Hochberg, L. R. (2011) · Journal of Neural Engineering · doi:10.1088/1741-2560/8/2/025027 · Cited by 496 · see citing works

Noninvasive Electroencephalogram Based Control of a Robotic Arm for Reach and Grasp Tasks

Meng, J., Zhang, S., Bekyo, A., Olsoe, J., Baxter, B., & He, B. (2016) · Scientific Reports · doi:10.1038/srep38565 · Cited by 484 · see citing works

Restoration of grasp following paralysis through brain-controlled stimulation of muscles

Ethier, C., Oby, E. R., Bauman, M. J., & Miller, L. E. (2012) · Nature · doi:10.1038/nature10987 · Cited by 485 · see citing works

Principles of neural ensemble physiology underlying the operation of brain–machine interfaces

Nicolelis, M. A. L., & Lebedev, M. (2009) · Nature reviews. Neuroscience · doi:10.1038/nrn2653 · Cited by 477 · see citing works

Chronic Neural Recording Using Silicon-Substrate Microelectrode Arrays Implanted in Cerebral Cortex

Vetter, R. J., Williams, J. C., Hetke, J. F., Nunamaker, E. A., & Kipke, D. R. (2004) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2004.826680 · Cited by 477 · see citing works

Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring

Müller, K., Tangermann, M., Dornhege, G., Krauledat, M., Curio, G., & Blankertz, B. (2007) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2007.09.022 · Cited by 475 · see citing works

Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter

Wu, W. L., Gao, Y., Bienenstock, E., Donoghue, J. P., & Black, M. J. (2005) · Neural Computation · doi:10.1162/089976606774841585 · Cited by 460 · see citing works

Electroencephalographic (EEG) control of three-dimensional movement

McFarland, D. J., Sarnacki, W. A., & Wolpaw, J. R. (2010) · Journal of Neural Engineering · doi:10.1088/1741-2560/7/3/036007 · Cited by 454 · see citing works

Long-Term Training with a Brain-Machine Interface-Based Gait Protocol Induces Partial Neurological Recovery in Paraplegic Patients

Donati, A. R. C., Shokur, S., Morya, E., Campos, D. S. F., Moioli, R. C., Gitti, C. M., Augusto, P. B., Tripodi, S., Pires, C. G., Pereira, G. A., et al. (2016) · Scientific Reports · doi:10.1038/srep30383 · Cited by 428 · see citing works

Reliability of signals from a chronically implanted, silicon-based electrode array in non-human primate primary motor cortex

Suner, S., Fellows, M. R., Vargas-Irwin, C., Nakata, G. K., & Donoghue, J. P. (2005) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2005.857687 · Cited by 415 · see citing works

Brain–computer interface systems: progress and prospects

Allison, B. Z., Wolpaw, E. W., & Wolpaw, J. R. (2007) · Expert Review of Medical Devices · doi:10.1586/17434440.4.4.463 · Cited by 424 · see citing works

Hand Movement Direction Decoded from MEG and EEG

Waldert, S., Preissl, H. T., Demandt, É., Braun, C., Birbaumer, N., Aertsen, A., & Mehring, C. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.5171-07.2008 · Cited by 415 · see citing works

An Electrocorticographic Brain Interface in an Individual with Tetraplegia

Wang, W., Collinger, J. L., Degenhart, A. D., Tyler‐Kabara, E. C., Schwartz, A. B., Moran, D. W., Weber, D. J., Wodlinger, B., Vinjamuri, R. K., Ashmore, R. C., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0055344 · Cited by 396 · see citing works

Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia

Kim, S.-P., Simeral, J. D., Hochberg, L. R., Donoghue, J. P., & Black, M. J. (2008) · Journal of Neural Engineering · doi:10.1088/1741-2560/5/4/010 · Cited by 399 · see citing works

Noninvasive neuroimaging enhances continuous neural tracking for robotic device control

Edelman, B. J., Meng, J., Suma, D., Zurn, C., Nagarajan, E., Baxter, B. S., Cline, C. C., & He, B. (2019) · Science Robotics · doi:10.1126/scirobotics.aaw6844 · Cited by 380 · see citing works

Restoring sensorimotor function through intracortical interfaces: progress and looming challenges

Bensmaia, S. J., & Miller, L. E. (2014) · Nature Reviews Neuroscience · doi:10.1038/nrn3724 · Cited by 368 · see citing works

The Science of Neural Interface Systems

Hatsopoulos, N., & Donoghue, J. (2009) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.051508.135241 · Cited by 385 · see citing works

Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex

Chestek, C. A., Gilja, V., Nuyujukian, P., Foster, J. D., Fan, J. M., Kaufman, M. T., Churchland, M. M., Rivera-Alvidrez, Z., Cunningham, J. P., Ryu, S. I., et al. (2011) · Journal of Neural Engineering · doi:10.1088/1741-2560/8/4/045005 · Cited by 350 · see citing works

Corticostriatal plasticity is necessary for learning intentional neuroprosthetic skills

Koralek, A. C., Jin, X., Long, J. D., II, Costa, R. M., & Carmena, J. M. (2012) · Nature · doi:10.1038/nature10845 · Cited by 373 · see citing works

Differential Corticostriatal Plasticity during Fast and Slow Motor Skill Learning in Mice

Costa, R. M., Cohen, D., & Nicolelis, M. A. L. (2004) · Current Biology · doi:10.1016/j.cub.2004.06.053 · Cited by 373 · see citing works

Clinical translation of a high-performance neural prosthesis

Gilja, V., Pandarinath, C., Blabe, C. H., Nuyujukian, P., Simeral, J. D., Sarma, A. A., Sorice, B. L., Perge, J. A., Jarosiewicz, B., Hochberg, L. R., et al. (2015) · Nature Medicine · doi:10.1038/nm.3953 · Cited by 343 · see citing works

Chronic, wireless recordings of large-scale brain activity in freely moving rhesus monkeys

Schwarz, D. A., Lebedev, M., Hanson, T., Dimitrov, D. F., Lehew, G., Meloy, J., Rajangam, S., Subramanian, V., Ifft, P. J., Li, Z., et al. (2014) · Nature Methods · doi:10.1038/nmeth.2936 · Cited by 348 · see citing works

Brain–computer interfaces as new brain output pathways

Wolpaw, J. R. (2007) · The Journal of Physiology · doi:10.1113/jphysiol.2006.125948 · Cited by 348 · see citing works

Design of a cybernetic hand for perception and action

Carrozza, M. C., Cappiello, G., Micera, S., Edin, B. B., Beccai, L., & Cipriani, C. (2006) · Biological Cybernetics · doi:10.1007/s00422-006-0124-2 · Cited by 339 · see citing works

Long-term asynchronous decoding of arm motion using electrocorticographic signals in monkey

Chao (2010) · Frontiers in Neuroengineering · doi:10.3389/fneng.2010.00003 · Cited by 337 · see citing works

Brain–machine interfaces in neurorehabilitation of stroke

Soekadar, S. R., Birbaumer, N., Slutzky, M. W., & Cohen, L. G. (2014) · Neurobiology of Disease · doi:10.1016/j.nbd.2014.11.025 · Cited by 335 · see citing works

Restoring motor control and sensory feedback in people with upper extremity amputations using arrays of 96 microelectrodes implanted in the median and ulnar nerves

Davis, T. S., Wark, H. A. C., Hutchinson, D. T., Warren, D. J., O’Neill, K., Scheinblum, T., Clark, G. A., Normann, R. A., & Greger, B. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/3/036001 · Cited by 314 · see citing works

Selecting the signals for a brain–machine interface

Andersen, R. A., Musallam, S., & Pesaran, B. (2004) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2004.10.005 · Cited by 329 · see citing works

Prediction of arm movement trajectories from ECoG-recordings in humans

Tobias Pistohl, A., Tonio Ball, A., Schulze‐Bonhage, A., Aertsen, A., & Mehring, C. (2007) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2007.10.001 · Cited by 330 · see citing works

Machine Learning for Neural Decoding

Glaser, J. I., Benjamin, A. S., Chowdhury, R. H., Perich, M. G., Miller, L. E., & Kording, K. P. (2020) · eNeuro · doi:10.1523/eneuro.0506-19.2020 · Cited by 338 · see citing works

The brain–computer interface cycle

van Gerven, M. A. J., Farquhar, J. D. R., Schaefer, R. S., Vlek, R. J., Geuze, J., Nijholt, A., Ramsey, N. F., Haselager, P., Vuurpijl, L. G., Gielen, S. C. A. M., et al. (2009) · Journal of Neural Engineering · doi:10.1088/1741-2560/6/4/041001 · Cited by 328 · see citing works

A Wireless Brain-Machine Interface for Real-Time Speech Synthesis

Guenther, F. H., Brumberg, J. S., Wright, E. J., Nieto-Castanon, A., Tourville, J. A., Panko, M., Law, R., Siebert, S. A., Bartels, J. L., Andreasen, D. S., et al. (2009) · PLoS ONE · doi:10.1371/journal.pone.0008218 · Cited by 306 · see citing works

Encoding of Movement Direction in Different Frequency Ranges of Motor Cortical Local Field Potentials

Rickert, J., de Oliveira, S. C., Vaadia, E., Aertsen, A., Rotter, S., & Mehring, C. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.0816-05.2005 · Cited by 317 · see citing works

Predicting Movement from Multiunit Activity

Stark, E., & Abeles, M. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.1321-07.2007 · Cited by 299 · see citing works

Comprehensive characterization and failure modes of tungsten microwire arrays in chronic neural implants

Prasad, A., Xue, Q.-S., Sankar, V., Nishida, T., Shaw, G., Streit, W. J., & Sanchez, J. C. (2012) · Journal of Neural Engineering · doi:10.1088/1741-2560/9/5/056015 · Cited by 298 · see citing works

Closed-Loop Decoder Adaptation Shapes Neural Plasticity for Skillful Neuroprosthetic Control

Orsborn, A. L., Moorman, H. G., Overduin, S. A., Shanechi, M. M., Dimitrov, D. F., & Carmena, J. M. (2014) · Neuron · doi:10.1016/j.neuron.2014.04.048 · Cited by 280 · see citing works

A Comprehensive Survey of Brain Interface Technology Designs

Mason, S. G., Bashashati, A., Fatourechi, M., Navarro, K. F., & Birch, G. E. (2006) · Annals of Biomedical Engineering · doi:10.1007/s10439-006-9170-0 · Cited by 299 · see citing works

Cortical Ensemble Adaptation to Represent Velocity of an Artificial Actuator Controlled by a Brain-Machine Interface

Lebedev, M., Carmena, J. M., O’Doherty, J. E., Zacksenhouse, M., Henriquez, C. S., Príncipe, J. C., & Nicolelis, M. A. L. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.4088-04.2005 · Cited by 291 · see citing works

Coherent neural representation of hand speed in humans revealed by MEG imaging

Jerbi, K., Lachaux, J.-P., N′Diaye, K., Pantazis, D., Leahy, R. M., Garnero, L., & Baillet, S. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0609632104 · Cited by 289 · see citing works

Advanced Neurotechnologies for Chronic Neural Interfaces: New Horizons and Clinical Opportunities

Kipke, D. R., Shain, W. G., Buzsáki, G., Fetz, E. E., Henderson, J. M., Hetke, J. F., & Schalk, G. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.3879-08.2008 · Cited by 283 · see citing works

Brain–machine interfaces from motor to mood

Shanechi, M. M. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0488-y · Cited by 263 · see citing works

Brain-Computer Interfacing for Intelligent Systems

Nijholt, A., & Tan, D. S. (2008) · IEEE Intelligent Systems · doi:10.1109/mis.2008.41 · Cited by 281 · see citing works

Decoding Complete Reach and Grasp Actions from Local Primary Motor Cortex Populations

Vargas-Irwin, C. E., Shakhnarovich, G., Yadollahpour, P., Mislow, J. M. K., Black, M. J., & Donoghue, J. P. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.5443-09.2010 · Cited by 270 · see citing works

EMG-Based Control of a Robot Arm Using Low-Dimensional Embeddings

Artemiadis, P., & Kyriakopoulos, K. J. (2010) · IEEE Transactions on Robotics · doi:10.1109/tro.2009.2039378 · Cited by 268 · see citing works

Brain–computer interfaces for speech communication

Brumberg, J. S., Nieto-Castañón, A., Kennedy, P. R., & Guenther, F. H. (2010) · Speech Communication · doi:10.1016/j.specom.2010.01.001 · Cited by 267 · see citing works

Volitional control of neural activity: implications for brain–computer interfaces

Fetz, E. E. (2007) · The Journal of Physiology · doi:10.1113/jphysiol.2006.127142 · Cited by 266 · see citing works

Model-Based and Model-Free Mechanisms of Human Motor Learning

Haith, A. M., & Krakauer, J. W. (2013) · Advances in Experimental Medicine and Biology · doi:10.1007/978-1-4614-5465-6_1 · Cited by 263 · see citing works

Evaluation of Spike-Detection Algorithms for a Brain-Machine Interface Application

Iyad Obeid, A., & Wolf, P. D. (2004) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2004.826683 · Cited by 262 · see citing works

Intra-day signal instabilities affect decoding performance in an intracortical neural interface system

Perge, J. A., Homer, M. L., Malik, W. Q., Cash, S., Eskandar, E., Friehs, G., Donoghue, J. P., & Hochberg, L. R. (2013) · Journal of Neural Engineering · doi:10.1088/1741-2560/10/3/036004 · Cited by 243 · see citing works

Reversible large-scale modification of cortical networks during neuroprosthetic control

Ganguly, K., Dimitrov, D. F., Wallis, J. D., & Carmena, J. M. (2011) · Nature Neuroscience · doi:10.1038/nn.2797 · Cited by 259 · see citing works

Cortically coupled computer vision for rapid image search

Gerson, A. D., Parra, L. C., & Sajda, P. (2006) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2006.875550 · Cited by 258 · see citing works

Neural interfaces for the brain and spinal cord—restoring motor function

Andrew, J. O., & Zimmermann, J. B. (2012) · Nature Reviews Neurology · doi:10.1038/nrneurol.2012.219 · Cited by 254 · see citing works

Single-Unit Stability Using Chronically Implanted Multielectrode Arrays

Dickey, A. S., Suminski, A., Amit, Y., & Hatsopoulos, N. G. (2009) · Journal of Neurophysiology · doi:10.1152/jn.90920.2008 · Cited by 234 · see citing works

Decoding natural grasp types from human ECoG

Tobias Pistohl, A., Schulze‐Bonhage, A., Aertsen, A., Mehring, C., & Tonio Ball, A. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.06.084 · Cited by 249 · see citing works

A three-dimensional neural recording microsystem with implantable data compression circuitry

Olsson, R. H., & Wise, K. D. (2005) · IEEE Journal of Solid-State Circuits · doi:10.1109/jssc.2005.858479 · Cited by 245 · see citing works

Body Schema in Robotics: A Review

Hoffmann, M., Marques, H. G., Arieta, A. H., Sumioka, H., Lungarella, M., & Pfeifer, R. (2010) · IEEE Transactions on Autonomous Mental Development · doi:10.1109/tamd.2010.2086454 · Cited by 242 · see citing works

Electroencephalography (EEG)-based brain–computer interface (BCI): a 2-d virtual wheelchair control based on event-related desynchronization/synchronization and state control

Huang, D., Qian, K., Fei, D.-Y., Jia, W., Chen, X., & Bai, O. (2012) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2012.2190299 · Cited by 237 · see citing works

Cognitive Neural Prosthetics

Andersen, R. A., Hwang, E. J., & Mulliken, G. H. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.093008.100503 · Cited by 238 · see citing works

Motor Cortex Neural Correlates of Output Kinematics and Kinetics During Isometric-Force and Arm-Reaching Tasks

Sergio, L. E., Hamel-Pâquet, C., & Kalaska, J. F. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00989.2004 · Cited by 238 · see citing works

Stabilization of a brain–computer interface via the alignment of low-dimensional spaces of neural activity

Degenhart, A. D., Bishop, W. E., Oby, E. R., Tyler-Kabara, E. C., Chase, S. M., Batista, A. P., & Yu, B. M. (2020) · Nature Biomedical Engineering · doi:10.1038/s41551-020-0542-9 · Cited by 212 · see citing works

Brain–computer-interface research: Coming of age

Birbaumer, N. (2006) · Clinical Neurophysiology · doi:10.1016/j.clinph.2005.11.002 · Cited by 237 · see citing works

Incorporating Feedback from Multiple Sensory Modalities Enhances Brain–Machine Interface Control

Suminski, A. J., Tkach, D. C., Fagg, A. H., & Hatsopoulos, N. G. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.3967-10.2010 · Cited by 232 · see citing works

Decoding Trajectories from Posterior Parietal Cortex Ensembles

Mulliken, G. H., Musallam, S., & Andersen, R. A. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.1463-08.2008 · Cited by 231 · see citing works

Brain–machine interfaces for controlling lower-limb powered robotic systems

He, Y.-T., Eguren, D., Azorín, J., Grossman, R., Luu, T., & Contreras-Vidal, J. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aaa8c0 · Cited by 197 · see citing works

Rehabilitation Exoskeletal Robotics

Pons, J. L. (2010) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2010.936548 · Cited by 222 · see citing works

M1 Corticospinal Mirror Neurons and Their Role in Movement Suppression during Action Observation

Vigneswaran, G., Philipp, R., Lemon, R., & Kraskov, A. (2013) · Current Biology · doi:10.1016/j.cub.2012.12.006 · Cited by 221 · see citing works

Implications of Neuronal Diversity on Population Coding

Shamir, M., & Sompolinsky, H. (2006) · Neural Computation · doi:10.1162/neco.2006.18.8.1951 · Cited by 221 · see citing works

Brain–computer interfaces

Wolpaw, J. R. (2013) · Handbook of clinical neurology · doi:10.1016/b978-0-444-52901-5.00006-x · Cited by 222 · see citing works

Brain motor system function after chronic, complete spinal cord injury

Cramer, S. C., Lastra, L., Lacourse, M. G., & Cohen, M. J. (2005) · Brain · doi:10.1093/brain/awh648 · Cited by 218 · see citing works

Proprioceptive Feedback and Brain Computer Interface (BCI) Based Neuroprostheses

Ramos‐Murguialday, A., Schürholz, M., Caggiano, V., Wildgruber, M., Carìa, A., Hammer, E. M., Halder, S., & Birbaumer, N. (2012) · PLoS ONE · doi:10.1371/journal.pone.0047048 · Cited by 215 · see citing works

Learning to control a brain–machine interface for reaching and grasping by primates. PLoS biology

Carmena, J. M., Lebedev, M. A., Crist, R. E., O’doherty, J. E., Santucci, D. M., Dimitrov, D. F., Patil, P. G., Henriquez, C. S., & Nicolelis, M. A. L. (2013)

Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates-0

Jose M Carmena, M. A. L. (2011) · Figshare · doi:10.6084/m9.figshare.48629

Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates-5

Jose M Carmena, M. A. L. (2011) · Figshare · doi:10.6084/m9.figshare.48635

Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates-1

Jose M Carmena, M. A. L. (2011) · Figshare · doi:10.6084/m9.figshare.48631

Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates-2

Jose M Carmena, M. A. L. (2011) · Figshare · doi:10.6084/m9.figshare.48632