Design and Analysis of Closed-Loop Decoder Adaptation Algorithms for Brain-Machine Interfaces

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

(2012) A. L. Orsborn et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Corticostriatal plasticity is necessary for learning intentional neuroprosthetic skills

(2012) Aaron C. Koralek et al.   NATURE

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

(2012) C. Ethier et al.   NATURE

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

Challenges and Opportunities for Next-Generation Intracortically Based Neural Prostheses

(2011) V Gilja et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Reversible large-scale modification of cortical networks during neuroprosthetic control

(2011) Karunesh Ganguly et al.   NATURE NEUROSCIENCE

Adaptive Decoding for Brain-Machine Interfaces Through Bayesian Parameter Updates

(2011) Zheng Li et al.   NEURAL COMPUTATION

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

(2011) Babak Mahmoudi et al.   PLoS One

Invasive or Noninvasive: Understanding Brain-Machine Interface Technology [Conversations in BME

(2010) Jose del R. Milan et al.   IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE

Neural Correlates of Skill Acquisition with a Cortical Brain–Machine Interface

(2010) Karunesh Ganguly et al.   JOURNAL OF MOTOR BEHAVIOR

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

(2010) John P. Cunningham et al.   JOURNAL OF NEUROPHYSIOLOGY

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

(2010) A. J. Suminski et al.   JOURNAL OF NEUROSCIENCE

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

Comparison of brain–computer interface decoding algorithms in open-loop and closed-loop control

(2009) Shinsuke Koyama et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Unscented Kalman Filter for Brain-Machine Interfaces

(2009) Zheng Li et al.   PLoS One

Emergence of a Stable Cortical Map for Neuroprosthetic Control

(2009) Karunesh Ganguly et al.   PLOS BIOLOGY

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

Direct control of paralysed muscles by cortical neurons

(2008) Chet T. Moritz et al.   NATURE

Cortical control of a prosthetic arm for self-feeding

(2008) Meel Velliste et al.   NATURE

Functional network reorganization during learning in a brain-computer interface paradigm

(2008) B. Jarosiewicz et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA