Canonical Correlation Analysis Cca | List of Frontiers open access articles

Original Research

Published on 23 Jun 2022

Improved Interpretability of Brain-Behavior CCA With Domain-Driven Dimension Reduction

in Brain Imaging Methods

Zhangdaihong Liu
Kirstie J. Whitaker
Stephen M. Smith
Thomas E. Nichols

Frontiers in Neuroscience

doi 10.3389/fnins.2022.851827

4,536 views
8 citations

Original Research

Published on 03 Feb 2026

Cross-population amplitude coupling in high-dimensional oscillatory neural time series

Heejong Bong
Valérie Ventura
Eric A. Yttri
Matthew A. Smith
Robert E. Kass

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1703722

1,314 views

Original Research

Published on 30 May 2025

Topological signatures of brain dynamics: persistent homology reveals individuality and brain–behavior links

in Brain Imaging and Stimulation

Yue Wang
Junxing Xian
Yuanyuan Chen
Yan Yan

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2025.1607941

3,255 views
2 citations

Original Research

Published on 25 May 2022

Decomposition-Based Correlation Learning for Multi-Modal MRI-Based Classification of Neuropsychiatric Disorders

in Brain Imaging Methods

Liangliang Liu
Jing Chang
Ying Wang
Gongbo Liang
Yu-Ping Wang
Hui Zhang

Frontiers in Neuroscience

doi 10.3389/fnins.2022.832276

3,589 views
6 citations

Original Research

Published on 13 Oct 2017

Neural Entrainment to Auditory Imagery of Rhythms

in Cognitive Neuroscience

Haruki Okawa
Kaori Suefusa
Toshihisa Tanaka

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2017.00493

9,862 views
24 citations

Original Research

Published on 25 Apr 2022

Health Literacy and Personality Traits in Two Types of Family Structure—A Cross-Sectional Study in China

in Health Psychology

Jianrong Mai
Wu Yibo
Zhou Ling
Lin Lina
Sun Xinying

Frontiers in Psychology

doi 10.3389/fpsyg.2022.835909

5,160 views
18 citations

Original Research

Published on 06 Oct 2021

Joint Analysis of Functional and Structural Connectomes Between Preterm and Term Infant Brains via Canonical Correlation Analysis With Locality Preserving Projection

in Brain Imaging Methods

Shu Zhang
Zhibin He
Lei Du
Yin Zhang
Sigang Yu
Ruoyang Wang
Xintao Hu
Xi Jiang
Tuo Zhang

Frontiers in Neuroscience

doi 10.3389/fnins.2021.724391

6,538 views
8 citations

Original Research

Published on 15 Oct 2018

A Light Spot Humanoid Motion Paradigm Modulated by the Change of Brightness to Recognize the Stride Motion Frequency

in Brain-Computer Interfaces

Xin Zhang
Guanghua Xu
Xun Zhang
Qingqiang Wu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2018.00377

2,854 views
5 citations

Original Research

Published on 19 Mar 2019

A Tutorial on Auditory Attention Identification Methods

in Neuromorphic Engineering

Emina Alickovic
Thomas Lunner
Fredrik Gustafsson
Lennart Ljung

Frontiers in Neuroscience

doi 10.3389/fnins.2019.00153

21,848 views
94 citations

Original Research

Published on 17 May 2016

Discriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion

in Alzheimer's Disease and Related Dementias

Baiying Lei
Siping Chen
Dong Ni
Tianfu Wang

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2016.00077

9,085 views
71 citations

Original Research

Published on 02 Feb 2016

Spectrum-Effect Relationships Between Chemical Fingerprints and Antibacterial Effects of Lonicerae Japonicae Flos and Lonicerae Flos Base on UPLC and Microcalorimetry

in Ethnopharmacology

Zhilong Shi
Zhenjie Liu
Chunsheng Liu
Mingquan Wu
Haibin Su
Xiao Ma
Yimei Zang
Jiabo Wang
Yanling Zhao
Xiaohe Xiao

Frontiers in Pharmacology

doi 10.3389/fphar.2016.00012

7,547 views
64 citations

Original Research

Published on 22 Dec 2020

Auditory Noise Leads to Increased Visual Brain-Computer Interface Performance: A Cross-Modal Study

in Brain Imaging Methods

Jun Xie
Guozhi Cao
Guanghua Xu
Peng Fang
Guiling Cui
Yi Xiao
Guanglin Li
Min Li
Tao Xue
Yanjun Zhang

Frontiers in Neuroscience

doi 10.3389/fnins.2020.590963

4,101 views
3 citations

Original Research

Published on 12 Sep 2022

Multi-layer relationships between psychological symptoms and life adaptation among humidifier disinfectant survivors

in Health Psychology

Min Joo Lee
Hun-Ju Lee
Hyeyun Ko
Seung-Hun Ryu
Sang Min Lee

Frontiers in Psychology

doi 10.3389/fpsyg.2022.890122

2,396 views
2 citations

Original Research

Published on 31 May 2019

Quadcopter Flight Control Using a Non-invasive Multi-Modal Brain Computer Interface

Xu Duan
Songyun Xie
Xinzhou Xie
Ya Meng
Zhao Xu

Frontiers in Neurorobotics

doi 10.3389/fnbot.2019.00023

14,700 views
49 citations

Original Research

Published on 08 Aug 2017

A New Strategy in Observer Modeling for Greenhouse Cucumber Seedling Growth

in Plant Breeding

Quan Qiu
Chenfei Zheng
Wenping Wang
Xiaojun Qiao
He Bai
Jingquan Yu
Kai Shi

Frontiers in Plant Science

doi 10.3389/fpls.2017.01297

4,270 views
2 citations

Original Research

Published on 14 Feb 2024

Premature Infant Gut Microbiome relationships with childhood behavioral scales: preliminary insights

in Nutrition, Psychology and Brain Health

Samia Valeria Ozorio Dutra
Anujit Sarkar
Ji Youn Yoo
Emily Shaffer-Hudkins
Maureen Groer

Frontiers in Nutrition

doi 10.3389/fnut.2023.1294549

4,695 views
2 citations

Articles

Improved Interpretability of Brain-Behavior CCA With Domain-Driven Dimension Reduction

Cross-population amplitude coupling in high-dimensional oscillatory neural time series

Topological signatures of brain dynamics: persistent homology reveals individuality and brain–behavior links

Decomposition-Based Correlation Learning for Multi-Modal MRI-Based Classification of Neuropsychiatric Disorders

Neural Entrainment to Auditory Imagery of Rhythms

Health Literacy and Personality Traits in Two Types of Family Structure—A Cross-Sectional Study in China

Joint Analysis of Functional and Structural Connectomes Between Preterm and Term Infant Brains via Canonical Correlation Analysis With Locality Preserving Projection

A Light Spot Humanoid Motion Paradigm Modulated by the Change of Brightness to Recognize the Stride Motion Frequency

A Tutorial on Auditory Attention Identification Methods

Discriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion

Spectrum-Effect Relationships Between Chemical Fingerprints and Antibacterial Effects of Lonicerae Japonicae Flos and Lonicerae Flos Base on UPLC and Microcalorimetry

Auditory Noise Leads to Increased Visual Brain-Computer Interface Performance: A Cross-Modal Study

Multi-layer relationships between psychological symptoms and life adaptation among humidifier disinfectant survivors

Quadcopter Flight Control Using a Non-invasive Multi-Modal Brain Computer Interface

A New Strategy in Observer Modeling for Greenhouse Cucumber Seedling Growth

Premature Infant Gut Microbiome relationships with childhood behavioral scales: preliminary insights