Optimizing the learning rate for adaptive estimation of neural encoding models

Brain–Machine Interface Control Algorithms

(2017) Maryam M. Shanechi   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Rapid control and feedback rates enhance neuroprosthetic control

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

An adaptive and generalizable closed-loop system for control of medically induced coma and other states of anesthesia

(2016) Yuxiao Yang et al.   Journal of Neural Engineering

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

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

Clinical translation of a high-performance neural prosthesis

(2015) Vikash Gilja et al.   NATURE MEDICINE

Therapeutic mechanisms of high-frequency stimulation in Parkinson’s disease and neural restoration via loop-based reinforcement

(2015) Sabato Santaniello et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

Toward More Versatile and Intuitive Cortical Brain–Machine Interfaces

(2014) Richard A. Andersen et al.   CURRENT 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

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

Neural Plasticity in Human Brain Connectivity: The Effects of Long Term Deep Brain Stimulation of the Subthalamic Nucleus in Parkinson’s Disease

(2014) Tim J. van Hartevelt et al.   PLoS One

Adaptive deep brain stimulation in advanced Parkinson disease

(2013) Simon Little et al.   ANNALS OF NEUROLOGY

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

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

Modelling and analysis of local field potentials for studying the function of cortical circuits

(2013) Gaute T. Einevoll et al.   NATURE REVIEWS NEUROSCIENCE

Likelihood Methods for Point Processes with Refractoriness

(2013) Luca Citi 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

Translating the Brain-Machine Interface

(2013) N. V. Thakor   Science Translational Medicine

A Brain-Machine Interface for Control of Medically-Induced Coma

(2013) Maryam M. Shanechi et al.   PLoS Computational Biology

Adaptive deep brain stimulation (aDBS) controlled by local field potential oscillations

(2012) Alberto Priori et al.   EXPERIMENTAL NEUROLOGY

A Real-Time Automated Point-Process Method for the Detection and Correction of Erroneous and Ectopic Heartbeats

(2012) L. Citi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

Feedback-Controlled Parallel Point Process Filter for Estimation of Goal-Directed Movements From Neural Signals

(2012) Maryam M. Shanechi 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

The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes

(2012) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

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

Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex

(2011) Cynthia A Chestek et al.   Journal of Neural Engineering

Closing the loop in cortically-coupled computer vision: a brain–computer interface for searching image databases

(2011) Eric A Pohlmeyer et al.   Journal of Neural Engineering

Sensing with the Motor Cortex

(2011) Nicholas G. Hatsopoulos et al.   NEURON

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

(2011) Babak Mahmoudi et al.   PLoS One

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

Principles of neural ensemble physiology underlying the operation of brain–machine interfaces

(2009) Miguel A. L. Nicolelis et al.   NATURE REVIEWS NEUROSCIENCE

Emergence of a Stable Cortical Map for Neuroprosthetic Control

(2009) Karunesh Ganguly et al.   PLOS BIOLOGY

Brain-Computer Interfaces [from the guest editors]

(2008) Paul Sajda et al.   IEEE SIGNAL PROCESSING MAGAZINE

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

Low-Frequency Local Field Potentials and Spikes in Primary Visual Cortex Convey Independent Visual Information

(2008) A. Belitski et al.   JOURNAL OF NEUROSCIENCE

Cortical control of a prosthetic arm for self-feeding

(2008) Meel Velliste et al.   NATURE

Bridging the Brain to the World: A Perspective on Neural Interface Systems

(2008) John P. Donoghue   NEURON

A computational neuroanatomy for motor control

(2008) Reza Shadmehr et al.   EXPERIMENTAL BRAIN RESEARCH

Prediction of arm movement trajectories from ECoG-recordings in humans

(2007) Tobias Pistohl et al.   JOURNAL OF NEUROSCIENCE METHODS