Improving TMS EEG Signal Quality for Closed-Loop Neuro Stimulation via Source-Domain Denoising
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Zhen, Hamoodi, Ameer, Foglia, Stevie, Nelson, Aimee, Gao, Zhen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application
by: Zhao, Siqi, et al.
Published: (2024)
by: Zhao, Siqi, et al.
Published: (2024)
A Machine Learning Framework for EEG-Based Prediction of Treatment Efficacy in Chronic Neck Pain
by: Wang, Xiru, et al.
Published: (2026)
by: Wang, Xiru, et al.
Published: (2026)
Closed-Loop phase selection in EEG-TMS using Bayesian Optimization
by: Kirchhoff, Miriam, et al.
Published: (2024)
by: Kirchhoff, Miriam, et al.
Published: (2024)
NeuroCLIP: A Multimodal Contrastive Learning Method for rTMS-treated Methamphetamine Addiction Analysis
by: Wang, Chengkai, et al.
Published: (2025)
by: Wang, Chengkai, et al.
Published: (2025)
NeuroPath: Practically Adopting Motor Imagery Decoding through EEG Signals
by: Cao, Jiani, et al.
Published: (2026)
by: Cao, Jiani, et al.
Published: (2026)
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial Networks
by: Park, Joshua, et al.
Published: (2024)
by: Park, Joshua, et al.
Published: (2024)
Soft Fault Estimation and Localisation in Y-Shaped Networks using OFDM-Based Signals
by: Ahmadie, Ameer
Published: (2026)
by: Ahmadie, Ameer
Published: (2026)
Enabling Unsupervised Training of Deep EEG Denoisers With Intelligent Partitioning
by: Rao, Qiyu, et al.
Published: (2026)
by: Rao, Qiyu, et al.
Published: (2026)
Foundation Model Guided Dual-Branch Co-Adaptation for Source-Free EEG Decoding
by: Gong, Peiliang, et al.
Published: (2026)
by: Gong, Peiliang, et al.
Published: (2026)
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations
by: Song, Zhenxi, et al.
Published: (2024)
by: Song, Zhenxi, et al.
Published: (2024)
Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study
by: Allahbakhshi, Maryam, et al.
Published: (2024)
by: Allahbakhshi, Maryam, et al.
Published: (2024)
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
by: Aung, Htoo Wai, et al.
Published: (2024)
by: Aung, Htoo Wai, et al.
Published: (2024)
NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
by: Li, Boyu, et al.
Published: (2026)
by: Li, Boyu, et al.
Published: (2026)
Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals
by: Han, Hyeon-Taek, et al.
Published: (2024)
by: Han, Hyeon-Taek, et al.
Published: (2024)
Task-Oriented Learning for Automatic EEG Denoising
by: Xiang, Tian-Yu, et al.
Published: (2025)
by: Xiang, Tian-Yu, et al.
Published: (2025)
Repetitive TMS-based Identification of Methamphetamine-Dependent Individuals Using EEG Spectra
by: Zeng, Ziyi, et al.
Published: (2025)
by: Zeng, Ziyi, et al.
Published: (2025)
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
by: An, Sion, et al.
Published: (2024)
by: An, Sion, et al.
Published: (2024)
CLSP-REQA: A Real-Time Quality-Aware Closed-Loop Seizure Prediction Framework with Mamba-BiLSTM and Confidence-Gated Intervention
by: Chen, Mufeng, et al.
Published: (2026)
by: Chen, Mufeng, et al.
Published: (2026)
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals
by: Lee, Jihwan, et al.
Published: (2024)
by: Lee, Jihwan, et al.
Published: (2024)
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting
by: Jiang, Zekun, et al.
Published: (2024)
by: Jiang, Zekun, et al.
Published: (2024)
PL-DCP: A Pairwise Learning framework with Domain and Class Prototypes for EEG emotion recognition under unseen target conditions
by: Li, Guangli, et al.
Published: (2024)
by: Li, Guangli, et al.
Published: (2024)
Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
by: Chen, Zhisheng, et al.
Published: (2025)
by: Chen, Zhisheng, et al.
Published: (2025)
Observation Compression in Rate-Limited Closed-Loop Distributed ISAC Systems: From Signal Reconstruction to Control
by: Pan, Guangjin, et al.
Published: (2025)
by: Pan, Guangjin, et al.
Published: (2025)
E2E Learning Massive MIMO for Multimodal Semantic Non-Orthogonal Transmission and Fusion
by: Wu, Minghui, et al.
Published: (2025)
by: Wu, Minghui, et al.
Published: (2025)
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information
by: Zhang, Kaifan, et al.
Published: (2024)
by: Zhang, Kaifan, et al.
Published: (2024)
ToDMA: Large Model-Driven Token-Domain Multiple Access for Semantic Communications
by: Qiao, Li, et al.
Published: (2025)
by: Qiao, Li, et al.
Published: (2025)
Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering
by: Choi, Yeon-Woo, et al.
Published: (2025)
by: Choi, Yeon-Woo, et al.
Published: (2025)
ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures
by: Rukhsar, Salim, et al.
Published: (2024)
by: Rukhsar, Salim, et al.
Published: (2024)
Hybrid Quantum Deep Learning Model for Emotion Detection using raw EEG Signal Analysis
by: Chandanwala, Ali Asgar, et al.
Published: (2024)
by: Chandanwala, Ali Asgar, et al.
Published: (2024)
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method
by: Zhang, ZhongYi, et al.
Published: (2025)
by: Zhang, ZhongYi, et al.
Published: (2025)
Unsupervised Attention-Based Multi-Source Domain Adaptation Framework for Drift Compensation in Electronic Nose Systems
by: Zhang, Wenwen, et al.
Published: (2024)
by: Zhang, Wenwen, et al.
Published: (2024)
Brian Intensify: An Adaptive Machine Learning Framework for Auditory EEG Stimulation and Cognitive Enhancement in FXS
by: ElSayed, Zag, et al.
Published: (2025)
by: ElSayed, Zag, et al.
Published: (2025)
SSAS: Cross-subject EEG-based Emotion Recognition through Source Selection with Adversarial Strategy
by: Liu, Yici, et al.
Published: (2025)
by: Liu, Yici, et al.
Published: (2025)
Neuro-GPT: Towards A Foundation Model for EEG
by: Cui, Wenhui, et al.
Published: (2023)
by: Cui, Wenhui, et al.
Published: (2023)
Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text
by: Murad, Saydul Akbar, et al.
Published: (2024)
by: Murad, Saydul Akbar, et al.
Published: (2024)
EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis
by: Wang, Haoyi, et al.
Published: (2024)
by: Wang, Haoyi, et al.
Published: (2024)
NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification
by: Dandamudi, Eeshan G.
Published: (2024)
by: Dandamudi, Eeshan G.
Published: (2024)
Data-Driven Denoising of Stationary Accelerometer Signals
by: Engelsman, Daniel, et al.
Published: (2022)
by: Engelsman, Daniel, et al.
Published: (2022)
Memory-Efficient EDA Denoising via Knowledge Distillation for Wearable IoT Under Severe Motion Artifacts and Underwater Conditions
by: Lee, Yongbin, et al.
Published: (2026)
by: Lee, Yongbin, et al.
Published: (2026)
Interpretable and Robust AI in EEG Systems: A Survey
by: Zhou, Xinliang, et al.
Published: (2023)
by: Zhou, Xinliang, et al.
Published: (2023)
Similar Items
-
A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application
by: Zhao, Siqi, et al.
Published: (2024) -
A Machine Learning Framework for EEG-Based Prediction of Treatment Efficacy in Chronic Neck Pain
by: Wang, Xiru, et al.
Published: (2026) -
Closed-Loop phase selection in EEG-TMS using Bayesian Optimization
by: Kirchhoff, Miriam, et al.
Published: (2024) -
NeuroCLIP: A Multimodal Contrastive Learning Method for rTMS-treated Methamphetamine Addiction Analysis
by: Wang, Chengkai, et al.
Published: (2025) -
NeuroPath: Practically Adopting Motor Imagery Decoding through EEG Signals
by: Cao, Jiani, et al.
Published: (2026)