Robust Brain-Machine Interface Design Using Optimal Feedback Control Modeling and Adaptive Point Process Filtering

Encoder-Decoder Optimization for Brain-Computer Interfaces

(2015) Josh Merel et al.   PLoS Computational Biology

Subject-specific modulation of local field potential spectral power during brain–machine interface control in primates

(2014) Kelvin So et al.   Journal of Neural Engineering

Continuous Closed-Loop Decoder Adaptation with a Recursive Maximum Likelihood Algorithm Allows for Rapid Performance Acquisition in Brain-Machine Interfaces

(2014) Siddharth Dangi et al.   NEURAL COMPUTATION

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

(2014) Amy L. Orsborn et al.   NEURON

Dynamic Analysis of Naive Adaptive Brain-Machine Interfaces

(2013) Kevin C. Kowalski et al.   NEURAL COMPUTATION

A Real-Time Brain-Machine Interface Combining Motor Target and Trajectory Intent Using an Optimal Feedback Control Design

(2013) Maryam M. Shanechi et al.   PLoS One

Advances in Neuroprosthetic Learning and Control

(2013) Jose M. Carmena   PLOS BIOLOGY

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

High-performance neuroprosthetic control by an individual with tetraplegia

(2012) Jennifer L Collinger et al.   LANCET

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

Neural population partitioning and a concurrent brain-machine interface for sequential motor function

(2012) Maryam M Shanechi et al.   NATURE NEUROSCIENCE

Movement Duration, Fitts's Law, and an Infinite-Horizon Optimal Feedback Control Model for Biological Motor Systems

(2012) Ning Qian et al.   NEURAL COMPUTATION

Cognitive signals for brain-machine interfaces in posterior parietal cortex include continuous 3D trajectory commands

(2012) M. Hauschild et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Active tactile exploration using a brain–machine–brain interface

(2011) Joseph E. O’Doherty et al.   NATURE

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

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

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

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

Decoding Trajectories from Posterior Parietal Cortex Ensembles

(2008) G. H. Mulliken et al.   JOURNAL OF NEUROSCIENCE

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

A computational neuroanatomy for motor control

(2008) Reza Shadmehr et al.   EXPERIMENTAL BRAIN RESEARCH