Neural decoding

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

John D. Simeral, S-P Kim, Michael J. Black, John P. Donoghue, Leigh R. Hochberg

Citations: 515 • 2011

Continuous decoding of movement intention of upper limb self-initiated analytic movements from pre-movement EEG correlates

Eduardo López‐Larraz, Luis Montesano, Ángel Gil-Agudo, Javier Mínguez

Citations: 133 • 2014

To sort or not to sort: the impact of spike-sorting on neural decoding performance

Sonia Todorova, Patrick T. Sadtler, Aaron P. Batista, Steven M. Chase, Valérie Ventura

Citations: 122 • 2014

Grasp Movement Decoding from Premotor and Parietal Cortex

Benjamin Townsend, Erk Subasi, Hansjörg Scherberger

Citations: 93 • 2011

Real-Time Decoding of Nonstationary Neural Activity in Motor Cortex

Wei Wu, Nicholas G. Hatsopoulos

Citations: 92 • 2008

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

Babak Mahmoudi, Justin C. Sanchez

Citations: 88 • 2011

Superior arm-movement decoding from cortex with a new, unsupervised-learning algorithm

Joseph G. Makin, Joseph E. O’Doherty, Mariana M. B. Cardoso, Philip N. Sabes

Citations: 84 • 2017

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

Eric A. Pohlmeyer, Babak Mahmoudi, Shijia Geng, Noeline W. Prins, Justin C. Sanchez

Citations: 77 • 2014

Using a Noninvasive Decoding Method to Classify Rhythmic Movement Imaginations of the Arm in Two Planes

Patrick Ofner, Gernot Müller-Putz

Citations: 73 • 2014

Neural Decoding for Intracortical Brain–Computer Interfaces

Yuanrui Dong, Shirong Wang, Qiang Huang, Rune W. Berg, Guanghui Li, Jiping He

Citations: 73 • 2023

EEG-Based Lower-Limb Movement Onset Decoding: Continuous Classification and Asynchronous Detection

Dong Liu, Weihai Chen, Kyuhwa Lee, Ricardo Chavarriaga, Fumiaki Iwane, Mohamed Bouri, Zhongcai Pei, José del R. Millán

Citations: 70 • 2018

Decoding motor plans using a closed-loop ultrasonic brain–machine interface

Whitney S. Griggs, Sumner L. Norman, Thomas Deffieux, Florian Segura, Bruno-Félix Osmanski, Geeling Chau, Vasileios Christopoulos, Charles Y. Liu, Mickaël Tanter, Mikhail G. Shapiro, Richard A. Andersen

Citations: 51 • 2023

Concurrent Prediction of Finger Forces Based on Source Separation and Classification of Neuron Discharge Information

Yang Zheng, Xiaogang Hu

Citations: 42 • 2021

Neural control of motor prostheses

Hansjörg Scherberger

Citations: 42 • 2009

EEG Classification of Forearm Movement Imagery Using a Hierarchical Flow Convolutional Neural Network

Ji-Hoon Jeong, Byeong-Hoo Lee, Dae-Hyeok Lee, Yong-Deok Yun, Seong‐Whan Lee

Citations: 41 • 2020

Trajectory Decoding of Arm Reaching Movement Imageries for Brain-Controlled Robot Arm System

Ji-Hoon Jeong, Kyung-Hwan Shim, Dong‐Joo Kim, Seong‐Whan Lee

Citations: 40 • 2019

The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks

Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball

Citations: 33 • 2018

Brain-machine interface control of a robot arm using actor-critic rainforcement learning

Eric A. Pohlmeyer, Babak Mahmoudi, Shijia Geng, Noeline W. Prins, Justin C. Sanchez

Citations: 29 • 2012

High Precision Neural Decoding of Complex Movement Trajectories Using Recursive Bayesian Estimation With Dynamic Movement Primitives

Guy Hotson, Ryan J. Smith, Adam G. Rouse, Marc H. Schieber, Nitish V. Thakor, Brock A. Wester

Citations: 26 • 2016

Shaping the Dynamics of a Bidirectional Neural Interface

Alessandro Vato, Marianna Semprini, Emma Maggiolini, Francois D. Szymanski, Luciano Fadiga, Stefano Panzeri, Ferdinando A. Mussa-Ivaldi

Citations: 24 • 2012