Canonical correlation

<i>K</i>-Means Clustering-Based Kernel Canonical Correlation Analysis for Multimodal Emotion Recognition in Human–Robot Interaction

Luefeng Chen, Kuanlin Wang, Min Li, Min Wu, Witold Pedrycz, Kaoru Hirota

Citations: 106 • 2022

An MVMD-CCA Recognition Algorithm in SSVEP-Based BCI and Its Application in Robot Control

Kang Wang, Di‐Hua Zhai, Yuhan Xiong, Leyun Hu, Yuanqing Xia

Citations: 62 • 2021

Motion and Muscle Artifact Removal Validation Using an Electrical Head Phantom, Robotic Motion Platform, and Dual Layer Mobile EEG

Natalie Richer, Ryan J. Downey, W. David Hairston, Daniel P. Ferris, Andrew D. Nordin

Citations: 51 • 2020

A study on performance increasing in SSVEP based BCI application

Erdem Erkan, Mehmet Akbaba

Citations: 42 • 2018

A time domain classification of steady-state visual evoked potentials using deep recurrent-convolutional neural networks

Mohamed Attia, Imali Hettiarachchi, Mohammed Hossny, Saeid Nahavandi

Citations: 33 • 2018

Cross-Correlation Aided Ensemble of Classifiers for BCI Oriented EEG Study

Parnika Paranjape, Meera Dhabu, Parag Deshpande, Akshay Kekre

Citations: 23 • 2019

Control of a Robotic Arm With an Optimized Common Template-Based CCA Method for SSVEP-Based BCI

Ming Li, Suna Zhao, Qinyi Xu, Jiajun Xu, Haozhen Wu

Citations: 17 • 2022

Cross-modal learning for material perception using deep extreme learning machine

Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun

Citations: 13 • 2019

Hybrid interface: Integrating BCI in multimodal human-machine interfaces

Emmanuel Kalunga, Sylvain Chevallier, Olivier Rabreau, Éric Monacelli

Citations: 13 • 2014

Nonlinear structure of escape-times to falls for a passive dynamic walker on an irregular slope: Anomaly detection using multi-class support vector machine and latent state extraction by canonical correlation analysis

Hiromichi Suetani, Aiko Miyamura Ideta, Jun Morimoto

Citations: 13 • 2011

Finding dependent and independent components from related data sets: A generalized canonical correlation analysis based method

Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi

Citations: 10 • 2013

Identification of Canonical Basis of Screw Systems Using General-Special Decomposition

Genliang Chen, Hao Wang, Zhongqin Lin, Xinmin Lai

Citations: 10 • 2018

Control of the robotic arm system with an SSVEP-based BCI

Rongrong Fu, Xiaolei Feng, Shiwei Wang, Ye Shi, Chengcheng Jia, Jing Zhao

Citations: 8 • 2024

A Hybrid Training-Less Brain-Machine Interface Using SSVEP and EMG Signal

Muhammad A Shah, Abdullah Asghar Sheikh, Abdul Moiz Sajjad, Momin Uppal

Citations: 8 • 2015

Sequential selection of window length for improved SSVEP-based BCI classification

Erik C. Johnson, James J. S. Norton, David Jun, Timothy Bretl, Douglas L. Jones

Citations: 6 • 2013

Application of Kurtosis Based Dynamic Window to Enhance SSVEP Recognition

Haojun Yin, Zhouyu Ji, Zequan Lian, Yuliang Yang, Nankun Liu, Hongtao Wang

Citations: 5 • 2022

Design of an online BCI system based on CCA detection method

Dongxue Lin, Tan Jeffrey Too Chuan, Chi Zhu, Feng Duan

Citations: 5 • 2015

Finding dependent and independent components from two related data sets

Juha Karhunen, Tele Hao

Citations: 4 • 2011

Canonical Correlation-Based Feature Fusion Approach for Scene Classification

A. Yashwanth, Shaik Shammer

Citations: 4 • 2018

A Flexible Meal Aid Robotic Arm System Based on SSVEP

Zuo Chen, Jialing Li, Yujie Liu, Pingchuan Tang

Citations: 4 • 2020