Motor imagery

Motor recovery after stroke: a systematic review

Peter Langhorne, Fiona Coupar, Alex Pollock

Citations: 2294 • 2009

Quadcopter control in three-dimensional space using a noninvasive motor imagery-based brain–computer interface

K. R. LaFleur, Kaitlin Cassady, Alexander Doud, Kaleb Shades, Eitan Rogin, Bin He

Citations: 586 • 2013

Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review

Hamdi Altaheri, Ghulam Muhammad, Mansour Alsulaiman, Syed Umar Amin, Ghadir Ali Altuwaijri, Wadood Abdul, Mohamed A. Bencherif, Mohammed Faisal

Citations: 558 • 2021

A Randomized Controlled Trial of EEG-Based Motor Imagery Brain-Computer Interface Robotic Rehabilitation for Stroke

Kai Keng Ang, Karen Sui Geok Chua, Kok Soon Phua, Chuanchu Wang, Zheng Yang Chin, Christopher Wee Keong Kuah, Wilson Low, Cuntai Guan

Citations: 533 • 2014

Brain-computer interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke

Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Longjiang Zhou, Ka Yin Tang, Gopal Joseph Ephraim Joseph, Christopher Wee Keong Kuah, Karen Sui Geok Chua

Citations: 353 • 2014

HS-CNN: a CNN with hybrid convolution scale for EEG motor imagery classification

Guanghai Dai, Jun Zhou, Jiahui Huang, Ning Wang

Citations: 324 • 2019

Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals

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

Citations: 288 • 2020

Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application

Muhammad Ahmed Khan, Rig Das, Helle K. Iversen, Sadasivan Puthusserypady

Citations: 249 • 2020

EEG-Based BCI Control Schemes for Lower-Limb Assistive-Robots

Madiha Tariq, Pavel M. Trivailo, Milan Simić

Citations: 237 • 2018

Clinical study of neurorehabilitation in stroke using EEG-based motor imagery brain-computer interface with robotic feedback

Kai Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Beng Ti Ang, Christopher KUAH, Chuanchu Wang, Kok Soon Phua, Zheng Yang Chin, Haihong Zhang

Citations: 234 • 2010

Brain–computer interface robotics for hand rehabilitation after stroke: a systematic review

Paul Dominick E. Baniqued, Emily C. Stanyer, Muhammad Awais, Ali Alazmani, Andrew Jackson, Mark Mon‐Williams, Faisal Mushtaq, Raymond Holt

Citations: 221 • 2021

A New Gaze-BCI-Driven Control of an Upper Limb Exoskeleton for Rehabilitation in Real-World Tasks

Antonio Frisoli, Claudio Loconsole, Daniele Leonardis, Filippo Bannò, Michele Barsotti, Carmelo Chisari, Massimo Bergamasco

Citations: 217 • 2012

Proprioceptive Feedback and Brain Computer Interface (BCI) Based Neuroprostheses

Ander Ramos‐Murguialday, Markus Schürholz, Vittorio Caggiano, Moritz Wildgruber, Andrea Carìa, Eva Maria Hammer, Sebastian Halder, Niels Birbaumer

Citations: 217 • 2012

Brain computer interfaces for neurorehabilitation – its current status as a rehabilitation strategy post-stroke

Liesjet van Dokkum, Tomás Ward, Isabelle Laffont

Citations: 189 • 2015

Brain-computer interface controlled robotic gait orthosis

Hui An, Po T. Wang, Christine King, Sophia Chun, Zoran Nenadić

Citations: 187 • 2013

Response to upper-limb robotics and functional neuromuscular

Janis J. Daly, Neville Hogan, E. Perepezko, Hermano Igo Krebs, Jean Rogers, Kanu S. Goyal, Mark Dohring, Eric K. Fredrickson, Joan Nethery, Robert L. Ruff

Citations: 182 • 2005

Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery

Manuel Gomez-Rodriguez, Jan Peters, J. Hill, Bernhard Schölkopf, Alireza Gharabaghi, Moritz Grosse‐Wentrup

Citations: 180 • 2011

A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces

Murat Kaya, Mustafa Kemal Binli, Erkan Özbay, Hilmi Yanar, Yuriy Mishchenko

Citations: 174 • 2018

On the feasibility of using motor imagery EEG-based brain–computer interface in chronic tetraplegics for assistive robotic arm control: a clinical test and long-term post-trial follow-up

Gelu Onose, Cristian Grozea, Aurelian Anghelescu, Cristina Daia, Crina Sinescu, A. V. Ciurea, Tiberiu Spircu, A Mirea, Ioana Andone, A. Spanu, Cristina Popescu, A. Mihaescu, Siamac Fazli, Márton Danóczy, Florin Popescu

Citations: 174 • 2012

It's how you get there: walking down a virtual alley activates premotor and parietal areas

Johanna Wagner, Teodoro Solis‐Escalante, Reinhold Scherer, Christa Neuper, Gernot Müller-Putz

Citations: 167 • 2014