Study of Brain Connectivity by Multichannel EEG Quaternion Principal Component Analysis for Alzheimer Disease Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Hung, Kevin, Man, Gary Man-Tat, Wang, Jincheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification
by: Wang, Jing, et al.
Published: (2025)
by: Wang, Jing, et al.
Published: (2025)
Working Memory Functional Connectivity Analysis for Dementia Classification using EEG
by: Ranjan, Shivani, et al.
Published: (2025)
by: Ranjan, Shivani, et al.
Published: (2025)
Application of Quaternions to Obtain Analytic Solutions to Systems of Polarization Components
by: Taylor, Michael G.
Published: (2025)
by: Taylor, Michael G.
Published: (2025)
Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification
by: Sahota, Amarpal, et al.
Published: (2024)
by: Sahota, Amarpal, et al.
Published: (2024)
Principal Component Analysis in Space Forms
by: Tabaghi, Puoya, et al.
Published: (2023)
by: Tabaghi, Puoya, et al.
Published: (2023)
Investigating Brain Connectivity and Information Flow in Mental Workload Using EEG and fNIRS Integration
by: Qaremohammadlou, Mohaddese, et al.
Published: (2025)
by: Qaremohammadlou, Mohaddese, et al.
Published: (2025)
Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification
by: Goerttler, Stephan, et al.
Published: (2024)
by: Goerttler, Stephan, et al.
Published: (2024)
Dual Quaternion SE(3) Synchronization with Recovery Guarantees
by: Zhao, Jianing, et al.
Published: (2026)
by: Zhao, Jianing, et al.
Published: (2026)
Topological Feature Search Method for Multichannel EEG: Application in ADHD classification
by: Cai, Tianming, et al.
Published: (2024)
by: Cai, Tianming, et al.
Published: (2024)
COMPILED: Deep Metric Learning for Defect Classification of Threaded Pipe Connections using Multichannel Partially Observed Functional Data
by: Du, Juan, et al.
Published: (2024)
by: Du, Juan, et al.
Published: (2024)
Enhancing Alzheimer's Detection through Late Fusion of Multi-Modal EEG Features
by: Vinh, Nguyen Thanh, et al.
Published: (2025)
by: Vinh, Nguyen Thanh, et al.
Published: (2025)
HFMCA: Orthonormal Feature Learning for EEG-based Brain Decoding
by: Wang, Yinghao, et al.
Published: (2026)
by: Wang, Yinghao, et al.
Published: (2026)
Automatic EEG Independent Component Classification Using ICLabel in Python
by: Delorme, Arnaud, et al.
Published: (2024)
by: Delorme, Arnaud, et al.
Published: (2024)
Machine Learning-Based Anomaly Detection of Correlated Sensor Data: An Integrated Principal Component Analysis-Autoencoder Approach
by: Baranwal, Tanish, et al.
Published: (2025)
by: Baranwal, Tanish, et al.
Published: (2025)
Quantifying Data Requirements for EEG Independent Component Analysis Using AMICA
by: Frank, Gwenevere, et al.
Published: (2025)
by: Frank, Gwenevere, et al.
Published: (2025)
Effective Connectivity-Based Unsupervised Channel Selection Method for EEG
by: Abdollahpour, Neda, et al.
Published: (2025)
by: Abdollahpour, Neda, et al.
Published: (2025)
Joint Channel Estimation and Data Recovery for Millimeter Massive MIMO: Using Pilot to Capture Principal Components
by: Cai, Shusen, et al.
Published: (2024)
by: Cai, Shusen, et al.
Published: (2024)
CoMET: A Contrastive-Masked Brain Foundation Model for Universal EEG Representation
by: Li, Ang, et al.
Published: (2025)
by: Li, Ang, et al.
Published: (2025)
Differences between Two Maximal Principal Strain Rate Calculation Schemes in Traumatic Brain Analysis with in-vivo and in-silico Datasets
by: Zhan, Xianghao, et al.
Published: (2024)
by: Zhan, Xianghao, et al.
Published: (2024)
Frequency-Specific Neural Response and Cross-Correlation Analysis of Envelope Following Responses to Native Speech and Music Using Multichannel EEG Signals: A Case Study
by: Hasan, Md. Mahbub, et al.
Published: (2025)
by: Hasan, Md. Mahbub, et al.
Published: (2025)
Compressing Quaternion Convolutional Neural Networks for Audio Classification
by: Singh, Arshdeep, et al.
Published: (2025)
by: Singh, Arshdeep, et al.
Published: (2025)
Jamming-Resistant AAV Communications: A Multichannel-Aided Approach
by: Wang, Bin, et al.
Published: (2025)
by: Wang, Bin, et al.
Published: (2025)
Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach
by: Ranjan, Shivani, et al.
Published: (2024)
by: Ranjan, Shivani, et al.
Published: (2024)
Hyperdimensional Computing for ADHD Classification using EEG Signals
by: Colonnese, Federica, et al.
Published: (2025)
by: Colonnese, Federica, et al.
Published: (2025)
Application of Principal Component Analysis and Artificial Neural Networks for the Prediction of QoS in FSO Links over South Africa
by: Adebusola, S. O, et al.
Published: (2024)
by: Adebusola, S. O, et al.
Published: (2024)
PiEEG kit -- bioscience Lab in home for your Brain and Body
by: Rakhmatulin, Ildar
Published: (2025)
by: Rakhmatulin, Ildar
Published: (2025)
A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals
by: Roy, Om, et al.
Published: (2025)
by: Roy, Om, et al.
Published: (2025)
Brain Age Group Classification Based on Resting State Functional Connectivity Metrics
by: Singh, Prerna, et al.
Published: (2025)
by: Singh, Prerna, et al.
Published: (2025)
Efficient Convolutional Forward Modeling and Sparse Coding in Multichannel Imaging
by: Wang, Han, et al.
Published: (2024)
by: Wang, Han, et al.
Published: (2024)
Quaternion LMS for Graph Signal Recovery
by: Fazael-Ardekani, Hamideh-Sadat, et al.
Published: (2025)
by: Fazael-Ardekani, Hamideh-Sadat, et al.
Published: (2025)
Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for Neurohumanities
by: Blanco-Rios, Miguel A., et al.
Published: (2024)
by: Blanco-Rios, Miguel A., et al.
Published: (2024)
Handwriting Imagery EEG Classification based on Convolutional Neural Networks
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface
by: Anand, Pradyot, et al.
Published: (2024)
by: Anand, Pradyot, et al.
Published: (2024)
Scaling to Multimodal and Multichannel Heart Sound Classification with Synthetic and Augmented Biosignals
by: Marocchi, Milan, et al.
Published: (2025)
by: Marocchi, Milan, et al.
Published: (2025)
PiEEG-16 to Measure 16 EEG Channels with Raspberry Pi for Brain-Computer Interfaces and EEG devices
by: Rakhmatulin, Ildar
Published: (2024)
by: Rakhmatulin, Ildar
Published: (2024)
Distributed Multichannel Active Noise Control with Asynchronous Communication
by: Ji, Junwei, et al.
Published: (2026)
by: Ji, Junwei, et al.
Published: (2026)
mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixup
by: Liu, Xuan-Hao, et al.
Published: (2025)
by: Liu, Xuan-Hao, et al.
Published: (2025)
MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection
by: Wang, Xiaying, et al.
Published: (2022)
by: Wang, Xiaying, et al.
Published: (2022)
Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer
by: Anjum, Md Fahim
Published: (2024)
by: Anjum, Md Fahim
Published: (2024)
BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals
by: Xiao, Qinfan, et al.
Published: (2025)
by: Xiao, Qinfan, et al.
Published: (2025)
Similar Items
-
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification
by: Wang, Jing, et al.
Published: (2025) -
Working Memory Functional Connectivity Analysis for Dementia Classification using EEG
by: Ranjan, Shivani, et al.
Published: (2025) -
Application of Quaternions to Obtain Analytic Solutions to Systems of Polarization Components
by: Taylor, Michael G.
Published: (2025) -
Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification
by: Sahota, Amarpal, et al.
Published: (2024) -
Principal Component Analysis in Space Forms
by: Tabaghi, Puoya, et al.
Published: (2023)