Dynamic Analysis of Naive Adaptive Brain-Machine Interfaces

Closed-Loop Decoder Adaptation on Intermediate Time-Scales Facilitates Rapid BMI Performance Improvements Independent of Decoder Initialization Conditions

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Activity of the same motor cortex neurons during repeated experience with perturbed movement dynamics

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Reach and grasp by people with tetraplegia using a neurally controlled robotic arm

(2012) Leigh R. Hochberg et al.   NATURE

A high-performance neural prosthesis enabled by control algorithm design

(2012) Vikash Gilja et al.   NATURE NEUROSCIENCE

Erratum (“A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals” Neural Computation, Volume 18, Number 10, pp. 2465–2494)

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Stochastic Optimal Control as a Theory of Brain-Machine Interface Operation

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Human sensorimotor learning: adaptation, skill, and beyond

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Fast attainment of computer cursor control with noninvasively acquired brain signals

(2011) Trent J Bradberry et al.   Journal of Neural Engineering

Adaptive Decoding for Brain-Machine Interfaces Through Bayesian Parameter Updates

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A Symbiotic Brain-Machine Interface through Value-Based Decision Making

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Electroencephalographic (EEG) control of three-dimensional movement

(2010) Dennis J McFarland et al.   Journal of Neural Engineering

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

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Cortical activity during motor execution, motor imagery, and imagery-based online feedback

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Coadaptive Brain–Machine Interface via Reinforcement Learning

(2009) J. DiGiovanna et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Learning in Closed-Loop Brain–Machine Interfaces: Modeling and Experimental Validation

(2009) R Héliot et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Review of control strategies for robotic movement training after neurologic injury

(2009) Laura Marchal-Crespo et al.   Journal of NeuroEngineering and Rehabilitation

Emergence of a Stable Cortical Map for Neuroprosthetic Control

(2009) Karunesh Ganguly et al.   PLOS BIOLOGY

Two-dimensional movement control using electrocorticographic signals in humans

(2008) G Schalk et al.   Journal of Neural Engineering

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

(2008) Sung-Phil Kim et al.   Journal of Neural Engineering

Cortical control of a prosthetic arm for self-feeding

(2008) Meel Velliste et al.   NATURE