Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator

Motor Imagery Classification Based on a Recurrent-Convolutional Architecture to Control a Hexapod Robot

(2021) Tat’y Mwata-Velu et al.   Mathematics

A Novel Simplified Convolutional Neural Network Classification Algorithm of Motor Imagery EEG Signals Based on Deep Learning

(2020) Feng Li et al.   Applied Sciences-Basel

Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing

(2020) Jing Jin et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Mental imagery classification using one-dimensional convolutional neural network for target selection in single-channel BCI-controlled mobile robot

(2020) Tarmizi Ahmad Izzuddin et al.   NEURAL COMPUTING & APPLICATIONS

Deep learning for motor imagery EEG-based classification: A review

(2020) Ali Al-Saegh et al.   Biomedical Signal Processing and Control

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory

(2020) Jing Jin et al.   IEEE Transactions on Neural Networks and Learning Systems

EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges

(2019) Natasha Padfield et al.   SENSORS

Correlation-based channel selection and regularized feature optimization for MI-based BCI

(2019) Jing Jin et al.   NEURAL NETWORKS

Towards correlation-based time window selection method for motor imagery BCIs

(2018) Jiankui Feng et al.   NEURAL NETWORKS

A methodological approach for deep learning to distinguish between meningiomas and gliomas on canine MR-images

(2018) Tommaso Banzato et al.   BMC Veterinary Research

Design and evaluation of a motor imagery electroencephalogram-controlled robot system

(2015) Baoguo Xu et al.   Advances in Mechanical Engineering

Brain-Computer Interfaces: Beyond Medical Applications

(2012) Jan van Erp et al.   COMPUTER

Robot-Aided Upper-Limb Rehabilitation Based on Motor Imagery EEG

(2012) Baoguo Xu et al.   International Journal of Advanced Robotic Systems

Brain-Computer Interface Controlled Functional Electrical Stimulation System for Ankle Movement

(2011) An H Do et al.   Journal of NeuroEngineering and Rehabilitation

EEG Signal Analysis: A Survey

(2008) D. Puthankattil Subha et al.   JOURNAL OF MEDICAL SYSTEMS