Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Chao, Liao, Yiqiao, Han, Siqi, Zhang, Milin, Wang, Zhihua, Xie, Xiang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
by: Liao, Yiqiao, et al.
Published: (2024)
by: Liao, Yiqiao, et al.
Published: (2024)
SomnoNet: A Lightweight and Interpretable Framework for Sleep Staging from Single-Channel EEG
by: Guo, Shengwei, et al.
Published: (2024)
by: Guo, Shengwei, et al.
Published: (2024)
Cepstral Analysis Based Artifact Detection, Recognition and Removal for Prefrontal EEG
by: Han, Siqi, et al.
Published: (2024)
by: Han, Siqi, 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)
Tiny-WiFo: A Lightweight Wireless Foundation Model for Channel Prediction via Multi-Component Adaptive Knowledge Distillation
by: Zhang, Haotian, et al.
Published: (2025)
by: Zhang, Haotian, et al.
Published: (2025)
Channel Extrapolation for MIMO Systems with the Assistance of Multi-path Information Induced from Channel State Information
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
Importance-Aware Source-Channel Coding for Multi-Modal Task-Oriented Semantic Communication
by: Ma, Yi, et al.
Published: (2025)
by: Ma, Yi, et al.
Published: (2025)
Generalizable Sleep Staging via Multi-Level Domain Alignment
by: Wang, Jiquan, et al.
Published: (2023)
by: Wang, Jiquan, et al.
Published: (2023)
Enabling 6G Through Multi-Domain Channel Extrapolation: Opportunities and Challenges of Generative Artificial Intelligence
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
A Channel Knowledge Map-Driven Two-Stage Coordinated User Scheduling in Multi-Cell Massive MIMO Systems
by: Wan, Jiayang, et al.
Published: (2026)
by: Wan, Jiayang, et al.
Published: (2026)
BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging
by: Zhou, Xinliang, et al.
Published: (2024)
by: Zhou, Xinliang, et al.
Published: (2024)
NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
by: Lee, Cheol-Hui, et al.
Published: (2024)
by: Lee, Cheol-Hui, et al.
Published: (2024)
BeamCKM: A Framework of Channel Knowledge Map Construction for Multi-Antenna Systems
by: Wang, Haohan, et al.
Published: (2025)
by: Wang, Haohan, et al.
Published: (2025)
Multi-Stage CD-Kennedy Receiver for QPSK Modulated CV-QKD in Turbulent Channels
by: Yuan, Renzhi, et al.
Published: (2025)
by: Yuan, Renzhi, et al.
Published: (2025)
Beamforming-Codebook-Aware Channel Knowledge Map Construction for Multi-Antenna Systems
by: Wang, Haohan, et al.
Published: (2025)
by: Wang, Haohan, et al.
Published: (2025)
Multi-IRS Enhanced Wireless Coverage: Deployment Optimization Based on Large-Scale Channel Knowledge
by: Fu, Min, et al.
Published: (2024)
by: Fu, Min, et al.
Published: (2024)
Scatterer Recognition for Multi-Modal Intelligent Vehicular Channel Modeling via Synesthesia of Machines
by: Huang, Ziwei, et al.
Published: (2024)
by: Huang, Ziwei, et al.
Published: (2024)
Synesthesia of Machines Based Multi-Modal Intelligent V2V Channel Model
by: Han, Zengrui, et al.
Published: (2025)
by: Han, Zengrui, et al.
Published: (2025)
Prototyping and Experimental Results for ISAC-based Channel Knowledge Map
by: Zhang, Chaoyue, et al.
Published: (2024)
by: Zhang, Chaoyue, et al.
Published: (2024)
AFDM Channel Estimation in Multi-Scale Multi-Lag Channels
by: Cao, Rongyou, et al.
Published: (2024)
by: Cao, Rongyou, et al.
Published: (2024)
Channel-Aware Multi-Domain Feature Extraction for Automatic Modulation Recognition in MIMO Systems
by: Qu, Yunpeng, et al.
Published: (2025)
by: Qu, Yunpeng, et al.
Published: (2025)
A Multi-Modal Intelligent U2V Channel Model for 6G Sensing-Communication Integration
by: Wang, Shuo, et al.
Published: (2026)
by: Wang, Shuo, et al.
Published: (2026)
6D Channel Knowledge Map Construction via Bidirectional Wireless Gaussian Splatting
by: Zhou, Juncong, et al.
Published: (2025)
by: Zhou, Juncong, et al.
Published: (2025)
Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems
by: Bai, Lu, et al.
Published: (2025)
by: Bai, Lu, et al.
Published: (2025)
A Multi-modal Intelligent Channel Model for 6G Multi-UAV-to-Multi-Vehicle Communications
by: Bai, Lu, et al.
Published: (2025)
by: Bai, Lu, et al.
Published: (2025)
Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability
by: Sharma, Shivam, et al.
Published: (2023)
by: Sharma, Shivam, et al.
Published: (2023)
FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement
by: Masuyama, Yoshiki, et al.
Published: (2025)
by: Masuyama, Yoshiki, et al.
Published: (2025)
Multi-Modal Intelligent Channel Modeling: From Fine-tuned LLMs to Pre-trained Foundation Models
by: Bai, Lu, et al.
Published: (2026)
by: Bai, Lu, et al.
Published: (2026)
Channel Knowledge Map Construction: Recent Advances and Open Challenges
by: Ren, Zixiang, et al.
Published: (2025)
by: Ren, Zixiang, et al.
Published: (2025)
Secure Identification for Gaussian Channels and Identification for Multi-Antenna Gaussian Channels
by: Labidi, Wafa, et al.
Published: (2020)
by: Labidi, Wafa, et al.
Published: (2020)
OctCGS: Octree-Contextual Gaussian Splatting with Explicit Multi-Order Propagation Modeling for Channel Knowledge Map Construction
by: Zhang, Jinghan, et al.
Published: (2026)
by: Zhang, Jinghan, et al.
Published: (2026)
Design of a Multi-User RIS-Aided System with Statistical Channel Knowledge
by: Syed, Sadaf, et al.
Published: (2024)
by: Syed, Sadaf, et al.
Published: (2024)
Wireless Communications in Doubly Selective Channels with Domain Adaptivity
by: Zhang, J. Andrew, et al.
Published: (2024)
by: Zhang, J. Andrew, et al.
Published: (2024)
Generalizable Learning for Frequency-Domain Channel Extrapolation under Distribution Shift
by: Wang, Haoyu, et al.
Published: (2025)
by: Wang, Haoyu, et al.
Published: (2025)
Environment Reconstruction with Multi-targets Reflectors-merged Sensing Method Based on THz Single-sided Channel Characteristics
by: Chang, Zhaowei, et al.
Published: (2024)
by: Chang, Zhaowei, et al.
Published: (2024)
ChannelKAN: Multi-Scale Dual-Domain Channel Prediction via Hybrid CNN-KAN Architecture
by: Jiang, Nanqing, et al.
Published: (2026)
by: Jiang, Nanqing, et al.
Published: (2026)
Multi-Modal Neural Radio Radiance Field for Localized Statistical Channel Modelling
by: Wang, Yiheng, et al.
Published: (2025)
by: Wang, Yiheng, et al.
Published: (2025)
Bridging the Modality Gap: Enhancing Channel Prediction with Semantically Aligned LLMs and Knowledge Distillation
by: Li, Zhaoyang, et al.
Published: (2025)
by: Li, Zhaoyang, et al.
Published: (2025)
Constructing Knowledge Map for MIMO-OFDM Clustered Channel Estimation
by: Zhang, Heling, et al.
Published: (2026)
by: Zhang, Heling, et al.
Published: (2026)
StARS DCM: A Sleep Stage-Decoding Forehead EEG Patch for Real-time Modulation of Sleep Physiology
by: Coon, William G., et al.
Published: (2025)
by: Coon, William G., et al.
Published: (2025)
Similar Items
-
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
by: Liao, Yiqiao, et al.
Published: (2024) -
SomnoNet: A Lightweight and Interpretable Framework for Sleep Staging from Single-Channel EEG
by: Guo, Shengwei, et al.
Published: (2024) -
Cepstral Analysis Based Artifact Detection, Recognition and Removal for Prefrontal EEG
by: Han, Siqi, et al.
Published: (2024) -
NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
by: Li, Boyu, et al.
Published: (2026) -
Tiny-WiFo: A Lightweight Wireless Foundation Model for Channel Prediction via Multi-Component Adaptive Knowledge Distillation
by: Zhang, Haotian, et al.
Published: (2025)