Robust Feature Engineering Techniques for Designing Efficient Motor Imagery-Based BCI-Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Gardezi, Syed Saim, Jawed, Soyiba, Khan, Mahnoor, Bukhari, Muneeba, Khan, Rizwan Ahmed |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding
by: Ouahidi, Yassine El, et al.
Published: (2024)
by: Ouahidi, Yassine El, et al.
Published: (2024)
Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals
by: Dip, Muhammad Sudipto Siam, et al.
Published: (2025)
by: Dip, Muhammad Sudipto Siam, et al.
Published: (2025)
Next-Generation MAC Technique for Priority Handling in Industrial Cyber-Physical Systems
by: Khan, Anwar Ahmed, et al.
Published: (2025)
by: Khan, Anwar Ahmed, et al.
Published: (2025)
A Comprehensive Survey on Feature Extraction Techniques Using I/Q Imbalance in RFFI
by: Khan, Muhammad Aqib, et al.
Published: (2025)
by: Khan, Muhammad Aqib, et al.
Published: (2025)
Robust Small Methane Plume Segmentation in Satellite Imagery
by: Tran, Khai Duc Minh, et al.
Published: (2025)
by: Tran, Khai Duc Minh, et al.
Published: (2025)
Efficient Medium Access Control for Low-Latency Industrial M2M Communications
by: Khan, Anwar Ahmed, et al.
Published: (2025)
by: Khan, Anwar Ahmed, et al.
Published: (2025)
Feature Reweighting for EEG-based Motor Imagery Classification
by: Lotey, Taveena, et al.
Published: (2023)
by: Lotey, Taveena, et al.
Published: (2023)
Robotic Grasping and Placement Controlled by EEG-Based Hybrid Visual and Motor Imagery
by: Liu, Yichang, et al.
Published: (2026)
by: Liu, Yichang, et al.
Published: (2026)
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)
Delay Management Using Packet Fragmentation in Wireless Industrial Automation Systems
by: Khan, Anwar Ahmed, et al.
Published: (2025)
by: Khan, Anwar Ahmed, et al.
Published: (2025)
EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology
by: Ogg, Mattson, et al.
Published: (2025)
by: Ogg, Mattson, et al.
Published: (2025)
A Single Subject Machine Learning Based Classification of Motor Imagery EEGs
by: Sanalitro, Dario, et al.
Published: (2025)
by: Sanalitro, Dario, et al.
Published: (2025)
Vision Transformer Based Semantic Communications for Next Generation Wireless Networks
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
Single Channel-based Motor Imagery Classification using Fisher's Ratio and Pearson Correlation
by: Baberwal, Sonal Santosh, et al.
Published: (2024)
by: Baberwal, Sonal Santosh, et al.
Published: (2024)
MVCNet: Multi-View Contrastive Network for Motor Imagery Classification
by: Wang, Ziwei, et al.
Published: (2025)
by: Wang, Ziwei, et al.
Published: (2025)
Motor Imagery Task Alters Dynamics of Human Body Posture
by: Delavari, Fatemeh, et al.
Published: (2024)
by: Delavari, Fatemeh, et al.
Published: (2024)
A Survey on STAR-RIS Enabled Joint Communications and Sensing: Fundamentals, Recent Advances and Research Challenges
by: Khan, Wali Ullah, et al.
Published: (2026)
by: Khan, Wali Ullah, et al.
Published: (2026)
Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources
by: Wang, Yuqing
Published: (2025)
by: Wang, Yuqing
Published: (2025)
Enhancing Computational Efficiency of Motor Imagery BCI Classification with Block-Toeplitz Augmented Covariance Matrices and Siegel Metric
by: Carrara, Igor, et al.
Published: (2024)
by: Carrara, Igor, et al.
Published: (2024)
Pan-Tompkins++: A Robust Approach to Detect R-peaks in ECG Signals
by: Khan, Naimul, et al.
Published: (2022)
by: Khan, Naimul, et al.
Published: (2022)
Bilinear Precoder Based Efficient Rate Splitting Method in FDD Systems
by: Syed, Sadaf, et al.
Published: (2024)
by: Syed, Sadaf, et al.
Published: (2024)
Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training
by: Zoumpourlis, Georgios, et al.
Published: (2022)
by: Zoumpourlis, Georgios, et al.
Published: (2022)
Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification
by: Sartipi, Shadi, et al.
Published: (2024)
by: Sartipi, Shadi, et al.
Published: (2024)
Newtonized Orthogonal Matching Pursuit for High-Resolution Target Detection in Sparse OFDM ISAC Systems
by: Shah, Syed Najaf Haider, et al.
Published: (2024)
by: Shah, Syed Najaf Haider, et al.
Published: (2024)
Spontaneous Spatial Cognition Emerges during Egocentric Video Viewing through Non-invasive BCI
by: Dai, Weichen, et al.
Published: (2025)
by: Dai, Weichen, et al.
Published: (2025)
ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification
by: Baig, Zuraiz, et al.
Published: (2025)
by: Baig, Zuraiz, et al.
Published: (2025)
Deep Reinforcement Learning Optimized Intelligent Resource Allocation in Active RIS-Integrated TN-NTN Networks
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
EMORe: Motion-Robust 5D MRI Reconstruction via Expectation-Maximization-Guided Binning Correction and Outlier Rejection
by: Arshad, Syed M., et al.
Published: (2025)
by: Arshad, Syed M., et al.
Published: (2025)
TSN-IoT: A Two-Stage NOMA-Enabled Framework for Prioritized Traffic Handling in Dense IoT Networks
by: Siddiqui, Shama, et al.
Published: (2026)
by: Siddiqui, Shama, et al.
Published: (2026)
A Comparative Analysis of High-Level vs. Low-Level Simulations for Dynamic MAC Protocols in Wireless Sensor Networks
by: Siddiqui, Shama, et al.
Published: (2025)
by: Siddiqui, Shama, et al.
Published: (2025)
On Energy-Efficient Passive Beamforming Design of RIS-Assisted CoMP-NOMA Networks
by: Umer, Muhammad, et al.
Published: (2025)
by: Umer, Muhammad, et al.
Published: (2025)
Subject Specific Deep Learning Model for Motor Imagery Direction Decoding
by: Parashiva, Praveen K., et al.
Published: (2025)
by: Parashiva, Praveen K., et al.
Published: (2025)
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence
by: Meoni, Gabriele, et al.
Published: (2023)
by: Meoni, Gabriele, et al.
Published: (2023)
Classification of Induction Motor Fault and Imbalance Based on Vibration Signal Using Single Antenna's Reactive Near Field
by: Dutta, Sagar, et al.
Published: (2025)
by: Dutta, Sagar, et al.
Published: (2025)
The Riemannian Means Field Classifier for EEG-Based BCI Data
by: Andreev, Anton, et al.
Published: (2025)
by: Andreev, Anton, et al.
Published: (2025)
A Pre-trained EEG-to-MEG Generative Framework for Enhancing BCI Decoding
by: Li, Zhuo, et al.
Published: (2026)
by: Li, Zhuo, et al.
Published: (2026)
Functional Connectivity-Guided Band Selection for Motor Imagery Brain-Computer Interfaces
by: Carmo, Natália Araújo do, et al.
Published: (2026)
by: Carmo, Natália Araújo do, et al.
Published: (2026)
Bi-Residual Neural Network based Synchronous Motor Electrical Faults Diagnosis: Intra-link Layer Design for High-frequency Features
by: Wang, Qianchao, et al.
Published: (2025)
by: Wang, Qianchao, et al.
Published: (2025)
Explainable and Robust Millimeter Wave Beam Alignment for AI-Native 6G Networks
by: Khan, Nasir, et al.
Published: (2025)
by: Khan, Nasir, et al.
Published: (2025)
Distributed Deep Learning with RIS Grouping for Accurate Cascaded Channel Estimation
by: Rahman, Saifur, et al.
Published: (2025)
by: Rahman, Saifur, et al.
Published: (2025)
Similar Items
-
Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding
by: Ouahidi, Yassine El, et al.
Published: (2024) -
Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals
by: Dip, Muhammad Sudipto Siam, et al.
Published: (2025) -
Next-Generation MAC Technique for Priority Handling in Industrial Cyber-Physical Systems
by: Khan, Anwar Ahmed, et al.
Published: (2025) -
A Comprehensive Survey on Feature Extraction Techniques Using I/Q Imbalance in RFFI
by: Khan, Muhammad Aqib, et al.
Published: (2025) -
Robust Small Methane Plume Segmentation in Satellite Imagery
by: Tran, Khai Duc Minh, et al.
Published: (2025)