Robust Closed-Loop Control of a Cursor in a Person with Tetraplegia using Gaussian Process Regression

Rapid calibration of an intracortical brain–computer interface for people with tetraplegia

(2018) David M Brandman et al.   Journal of Neural Engineering

Brain-Machine Interfaces: From Basic Science to Neuroprostheses and Neurorehabilitation

(2017) Mikhail A. Lebedev et al.   PHYSIOLOGICAL REVIEWS

Rapid control and feedback rates enhance neuroprosthetic control

(2017) Maryam M. Shanechi et al.   Nature Communications

Feedback control policies employed by people using intracortical brain–computer interfaces

(2016) Francis R Willett et al.   Journal of Neural Engineering

Restoring cortical control of functional movement in a human with quadriplegia

(2016) Chad E. Bouton et al.   NATURE

Making brain–machine interfaces robust to future neural variability

(2016) David Sussillo et al.   Nature Communications

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

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

A High-Performance Keyboard Neural Prosthesis Enabled by Task Optimization

(2015) Paul Nuyujukian et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Modulation Depth Estimation and Variable Selection in State-Space Models for Neural Interfaces

(2015) Wasim Q. Malik et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Reprint of “Non-causal spike filtering improves decoding of movement intention for intracortical BCIs”

(2015) Nicolas Y. Masse et al.   JOURNAL OF NEUROSCIENCE METHODS

Clinical translation of a high-performance neural prosthesis

(2015) Vikash Gilja et al.   NATURE MEDICINE

Spike Train SIMilarity Space (SSIMS): A Framework for Single Neuron and Ensemble Data Analysis

(2015) Carlos E. Vargas-Irwin et al.   NEURAL COMPUTATION

Virtual typing by people with tetraplegia using a self-calibrating intracortical brain-computer interface

(2015) Beata Jarosiewicz et al.   Science Translational Medicine

Self-recalibrating classifiers for intracortical brain–computer interfaces

(2014) William Bishop et al.   Journal of Neural Engineering

Ten-dimensional anthropomorphic arm control in a human brain−machine interface: difficulties, solutions, and limitations

(2014) B Wodlinger et al.   Journal of Neural Engineering

Neural Decoding with Kernel-Based Metric Learning

(2014) Austin J. Brockmeier et al.   NEURAL COMPUTATION

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

(2014) Amy L. Orsborn et al.   NEURON

Using Reinforcement Learning to Provide Stable Brain-Machine Interface Control Despite Neural Input Reorganization

(2014) Eric A. Pohlmeyer et al.   PLoS One

Algorithms for the analysis of ensemble neural spiking activity using simultaneous-event multivariate point-process models

(2014) Demba Ba et al.   Frontiers in Computational Neuroscience

Kernel Methods on Spike Train Space for Neuroscience: A Tutorial

(2013) Il Memming Park et al.   IEEE SIGNAL PROCESSING MAGAZINE

Adaptive Offset Correction for Intracortical Brain–Computer Interfaces

(2013) Mark L. Homer et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Advantages of closed-loop calibration in intracortical brain–computer interfaces for people with tetraplegia

(2013) Beata Jarosiewicz et al.   Journal of Neural Engineering

Towards autonomous neuroprosthetic control using Hebbian reinforcement learning

(2013) Babak Mahmoudi et al.   Journal of Neural Engineering

Intra-day signal instabilities affect decoding performance in an intracortical neural interface system

(2013) János A Perge et al.   Journal of Neural Engineering

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

(2013) Siddharth Dangi et al.   NEURAL COMPUTATION

Towards a Naturalistic Brain-Machine Interface: Hybrid Torque and Position Control Allows Generalization to Novel Dynamics

(2013) Pratik Y. Chhatbar et al.   PLoS One

Advances in Neuroprosthetic Learning and Control

(2013) Jose M. Carmena   PLOS BIOLOGY

High-performance neuroprosthetic control by an individual with tetraplegia

(2012) Jennifer L Collinger et al.   LANCET

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 control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array

(2011) J D Simeral et al.   Journal of Neural Engineering

Adaptive Decoding for Brain-Machine Interfaces Through Bayesian Parameter Updates

(2011) Zheng Li et al.   NEURAL COMPUTATION

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

Primary Motor Cortex Tuning to Intended Movement Kinematics in Humans with Tetraplegia

(2008) W. Truccolo et al.   JOURNAL OF NEUROSCIENCE

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