IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2008 · 128 citations · 14 references
Motor ControlNormal Proprioceptive FeedbackStimulation DeviceKinesiologyExternal DeviceMotor NeurophysiologyHealth SciencesElectrical StimulationBehavioral NeuroscienceProprioceptive CortexSensorimotor IntegrationRehabilitationNeurostimulationBrain StimulationNervous SystemBehaving MonkeyNeural InterfaceProprioceptionBrain-computer InterfaceNeurophysiologyNeuroanatomySensorimotor TransformationMotor SystemNeuroscienceCentral Nervous SystemHuman MovementMedicine
A growing number of brain-machine interfaces have now been developed that allow movements of an external device to be controlled using recordings from the brain. This work has been undertaken with a number of different animal models, as well as several human patients with quadriplegia. The resulting movements, whether of computer cursors or robotic limbs, remain quite slow and unstable compared to normal limb movements. It is an open question, how much of this instability is the result of the limited forward control path, and how much has to do with the total lack of normal proprioceptive feedback. We have begun preliminary studies of the effectiveness of electrical stimulation in the proprioceptive area of the primary somatosensory cortex (area 3a) as a potential means to deliver an artificial sense of proprioception to a monkey. We have demonstrated that it is possible for the monkey to detect brief stimulus trains at relatively low current levels, and to discriminate between trains of different frequencies. These observations need to be expanded to include more complex, time-varying waveforms that could potentially convey information about the state of the limb.
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Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates
Jose M. Carmena, Mikhail Lebedev, Roy E. Crist et al. · PLoS Biology · 2003 · 1.8K citations · Full text
Instant neural control of a movement signal
Mijail D. Serruya, Nicholas G. Hatsopoulos, Liam Paninski et al. · Nature · 2002 · 1.4K citations
Neural Mechanism, Computational Neuroscience, Sensorimotor Transformation +5