Optimizing the Usability of Brain-Computer Interfaces

A Representation of Effort in Decision-Making and Motor Control

(2016) Reza Shadmehr et al.   CURRENT BIOLOGY

Restoring cortical control of functional movement in a human with quadriplegia

(2016) Chad E. Bouton et al.   NATURE

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

(2016) Maryam M. Shanechi et al.   PLoS Computational Biology

Neuroprosthetic Decoder Training as Imitation Learning

(2016) Josh Merel et al.   PLoS Computational Biology

Recasting brain-machine interface design from a physical control system perspective

(2015) Yin Zhang et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Clinical translation of a high-performance neural prosthesis

(2015) Vikash Gilja et al.   NATURE MEDICINE

Decoding motor imagery from the posterior parietal cortex of a tetraplegic human

(2015) T. Aflalo et al.   SCIENCE

Single-trial dynamics of motor cortex and their applications to brain-machine interfaces

(2015) Jonathan C. Kao et al.   Nature Communications

Encoder-Decoder Optimization for Brain-Computer Interfaces

(2015) Josh Merel et al.   PLoS Computational Biology

Internal models for interpreting neural population activity during sensorimotor control

(2015) Matthew D Golub et al.   eLife

Designing Dynamical Properties of Brain–Machine Interfaces to Optimize Task-Specific Performance

(2014) Suraj Gowda et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Intention estimation in brain–machine interfaces

(2014) Joline M Fan et al.   Journal of Neural Engineering

Neural constraints on learning

(2014) Patrick T. Sadtler et al.   NATURE

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

Combining Decoder Design and Neural Adaptation in Brain-Machine Interfaces

(2014) Krishna V. Shenoy et al.   NEURON

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

(2014) Amy L. Orsborn et al.   NEURON

The utility of multichannel local field potentials for brain–machine interfaces

(2013) Eun Jung Hwang et al.   Journal of Neural Engineering

Long term, stable brain machine interface performance using local field potentials and multiunit spikes

(2013) Robert D Flint et al.   Journal of Neural Engineering

"Master" Neurons Induced by Operant Conditioning in Rat Motor Cortex during a Brain-Machine Interface Task

(2013) P.-J. Arduin et al.   JOURNAL OF NEUROSCIENCE

Optimal isn’t good enough

(2012) Gerald E. Loeb   BIOLOGICAL CYBERNETICS

Behavioral and neural correlates of visuomotor adaptation observed through a brain-computer interface in primary motor cortex

(2012) Steven M. Chase et al.   JOURNAL OF NEUROPHYSIOLOGY

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

(2012) Andrew G. Richardson et al.   JOURNAL OF NEUROPHYSIOLOGY

Influence of the behavioral goal and environmental obstacles on rapid feedback responses

(2012) Joseph Y. Nashed et al.   JOURNAL OF NEUROPHYSIOLOGY

Rapid feedback corrections during a bimanual postural task

(2012) Mohsen Omrani et al.   JOURNAL OF NEUROPHYSIOLOGY

Random walk of motor planning in task-irrelevant dimensions

(2012) Robert J. van Beers et al.   JOURNAL OF NEUROPHYSIOLOGY

Muscle Coordination Is Habitual Rather than Optimal

(2012) A. de Rugy et al.   JOURNAL OF NEUROSCIENCE

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

Neural population dynamics during reaching

(2012) Mark M. Churchland et al.   NATURE

A high-performance neural prosthesis enabled by control algorithm design

(2012) Vikash Gilja et al.   NATURE NEUROSCIENCE

The computational and neural basis of voluntary motor control and planning

(2012) Stephen H. Scott   TRENDS IN COGNITIVE SCIENCES

Optimal feedback control and the long-latency stretch response

(2012) J. Andrew Pruszynski et al.   EXPERIMENTAL BRAIN RESEARCH

Volitional control of single cortical neurons in a brain–machine interface

(2011) Chet T Moritz et al.   Journal of Neural Engineering

The Neuronal Basis of Long-Term Sensorimotor Learning

(2011) Y. Mandelblat-Cerf et al.   JOURNAL OF NEUROSCIENCE

Reversible large-scale modification of cortical networks during neuroprosthetic control

(2011) Karunesh Ganguly et al.   NATURE NEUROSCIENCE

Efficient Decoding With Steady-State Kalman Filter in Neural Interface Systems

(2010) Wasim Q. Malik et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

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

Reorganization of Finger Coordination Patterns During Adaptation to Rotation and Scaling of a Newly Learned Sensorimotor Transformation

(2010) Xiaolin Liu et al.   JOURNAL OF NEUROPHYSIOLOGY

Control of a brain–computer interface without spike sorting

(2009) George W Fraser et al.   Journal of Neural Engineering

Gaussian-Process Factor Analysis for Low-Dimensional Single-Trial Analysis of Neural Population Activity

(2009) Byron M. Yu et al.   JOURNAL OF NEUROPHYSIOLOGY

Bias, optimal linear estimation, and the differences between open-loop simulation and closed-loop performance of spiking-based brain–computer interface algorithms

(2009) Steven M. Chase et al.   NEURAL NETWORKS

The coordination of movement: optimal feedback control and beyond

(2009) Jörn Diedrichsen et al.   TRENDS IN COGNITIVE SCIENCES

Emergence of a Stable Cortical Map for Neuroprosthetic Control

(2009) Karunesh Ganguly et al.   PLOS BIOLOGY

Optimal Control Predicts Human Performance on Objects with Internal Degrees of Freedom

(2009) Arne J. Nagengast et al.   PLoS Computational 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

Contributions of Online Visual Feedback to the Learning and Generalization of Novel Finger Coordination Patterns

(2008) Xiaolin Liu et al.   JOURNAL OF NEUROPHYSIOLOGY

Learning a Novel Myoelectric-Controlled Interface Task

(2008) Saritha M. Radhakrishnan et al.   JOURNAL OF NEUROPHYSIOLOGY

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

A computational neuroanatomy for motor control

(2008) Reza Shadmehr et al.   EXPERIMENTAL BRAIN RESEARCH