Deep Riemannian Networks for End-to-End EEG Decoding
Fuente:
arXiv
Saved in:
| Main Authors: | Wilson, Daniel, Schirrmeister, Robin Tibor, Gemein, Lukas Alexander Wilhelm, Ball, Tonio |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EEG-CLIP : Learning EEG representations from natural language descriptions
by: Ndir, Tidiane Camaret, et al.
Published: (2025)
by: Ndir, Tidiane Camaret, et al.
Published: (2025)
What is Wrong with End-to-End Learning for Phase Retrieval?
by: Zhang, Wenjie, et al.
Published: (2024)
by: Zhang, Wenjie, et al.
Published: (2024)
End-to-End Autoencoder for Drill String Acoustic Communications
by: Lezhenin, Iurii, et al.
Published: (2024)
by: Lezhenin, Iurii, et al.
Published: (2024)
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding
by: Fu, Xi, et al.
Published: (2025)
by: Fu, Xi, et al.
Published: (2025)
RIMformer: An End-to-End Transformer for FMCW Radar Interference Mitigation
by: Zhang, Ziang, et al.
Published: (2024)
by: Zhang, Ziang, et al.
Published: (2024)
Cross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods
by: Li, Taida, et al.
Published: (2026)
by: Li, Taida, et al.
Published: (2026)
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks
by: Seraphim, Mathieu, et al.
Published: (2024)
by: Seraphim, Mathieu, et al.
Published: (2024)
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
by: Zhao, Yiyang, et al.
Published: (2024)
by: Zhao, Yiyang, et al.
Published: (2024)
EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics
by: Wang, Zirui, et al.
Published: (2025)
by: Wang, Zirui, et al.
Published: (2025)
Experimental End-to-End Optimization of Directly Modulated Laser-based IM/DD Transmission
by: Hernandez, Sergio, et al.
Published: (2025)
by: Hernandez, Sergio, et al.
Published: (2025)
Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning
by: Hammami, Cheima, et al.
Published: (2024)
by: Hammami, Cheima, et al.
Published: (2024)
End-to-End Deep Learning for Real-Time Neuroimaging-Based Assessment of Bimanual Motor Skills
by: Subedi, Aseem, et al.
Published: (2025)
by: Subedi, Aseem, et al.
Published: (2025)
Exploring Deep Learning Models for EEG Neural Decoding
by: Dixen, Laurits, et al.
Published: (2025)
by: Dixen, Laurits, et al.
Published: (2025)
EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding
by: Aristimunha, Bruno, et al.
Published: (2025)
by: Aristimunha, Bruno, et al.
Published: (2025)
Informed Bootstrap Augmentation Improves EEG Decoding
by: Jeong, Woojae, et al.
Published: (2025)
by: Jeong, Woojae, et al.
Published: (2025)
Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models
by: Heintz, Nicolas, et al.
Published: (2025)
by: Heintz, Nicolas, et al.
Published: (2025)
nASR: An End-to-End Trainable Neural Layer for Channel-Level EEG Artifact Subspace Reconstruction in Real-Time BCI
by: Sarkar, Shantanu, et al.
Published: (2026)
by: Sarkar, Shantanu, et al.
Published: (2026)
FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time
by: Jobayer, Md, et al.
Published: (2024)
by: Jobayer, Md, et al.
Published: (2024)
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks
by: Han, Jinpei, et al.
Published: (2023)
by: Han, Jinpei, et al.
Published: (2023)
Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets
by: Mellot, Apolline, et al.
Published: (2024)
by: Mellot, Apolline, et al.
Published: (2024)
O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization
by: Gruttadauria, Elio, et al.
Published: (2025)
by: Gruttadauria, Elio, et al.
Published: (2025)
Decoding Fatigue Levels of Pilots Using EEG Signals with Hybrid Deep Neural Networks
by: Lee, Dae-Hyeok, et al.
Published: (2024)
by: Lee, Dae-Hyeok, et al.
Published: (2024)
EEG-to-Gait Decoding via Phase-Aware Representation Learning
by: Fu, Xi, et al.
Published: (2025)
by: Fu, Xi, et al.
Published: (2025)
Learning Exemplar Representations in Single-Trial EEG Category Decoding
by: Kilgallen, Jack, et al.
Published: (2024)
by: Kilgallen, Jack, et al.
Published: (2024)
OpenDPD: An Open-Source End-to-End Learning & Benchmarking Framework for Wideband Power Amplifier Modeling and Digital Pre-Distortion
by: Wu, Yizhuo, et al.
Published: (2024)
by: Wu, Yizhuo, et al.
Published: (2024)
EEG-to-Voice Decoding of Spoken and Imagined speech Using Non-Invasive EEG
by: Park, Hanbeot, et al.
Published: (2025)
by: Park, Hanbeot, et al.
Published: (2025)
Towards End-to-End GPS Localization with Neural Pseudorange Correction
by: Weng, Xu, et al.
Published: (2024)
by: Weng, Xu, et al.
Published: (2024)
E2E-WAVE: End-to-End Learned Waveform Generation for Underwater Video Multicasting
by: Anjum, Khizar, et al.
Published: (2026)
by: Anjum, Khizar, et al.
Published: (2026)
mmFHE: mmWave Sensing with End-to-End Fully Homomorphic Encryption
by: Ahmed, Tanvir, et al.
Published: (2026)
by: Ahmed, Tanvir, et al.
Published: (2026)
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network
by: Ye, Haili, et al.
Published: (2024)
by: Ye, Haili, et al.
Published: (2024)
TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window
by: Ding, Yuting, et al.
Published: (2024)
by: Ding, Yuting, et al.
Published: (2024)
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding
by: Gedawy, Mostafa El, et al.
Published: (2025)
by: Gedawy, Mostafa El, et al.
Published: (2025)
EEG Emotion Recognition Through Deep Learning
by: Dolgopolyi, Roman, et al.
Published: (2025)
by: Dolgopolyi, Roman, et al.
Published: (2025)
Data Normalization Strategies for EEG Deep Learning
by: Truong, Dung, et al.
Published: (2025)
by: Truong, Dung, et al.
Published: (2025)
FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network
by: Go, Young-Min, et al.
Published: (2024)
by: Go, Young-Min, et al.
Published: (2024)
LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring
by: Huang, Jingwei, et al.
Published: (2024)
by: Huang, Jingwei, et al.
Published: (2024)
GCMCG: A Clustering-Aware Graph Attention and Expert Fusion Network for Multi-Paradigm, Multi-task, and Cross-Subject EEG Decoding
by: Chen, Yiqiao, et al.
Published: (2025)
by: Chen, Yiqiao, et al.
Published: (2025)
Cross-Subject and Cross-Montage EEG Transfer Learning via Individual Tangent Space Alignment and Spatial-Riemannian Feature Fusion
by: Lai-Tan, Nicole, et al.
Published: (2025)
by: Lai-Tan, Nicole, et al.
Published: (2025)
Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer
by: Jiang, Muyun, et al.
Published: (2025)
by: Jiang, Muyun, et al.
Published: (2025)
Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling
by: Schynol, Lukas, et al.
Published: (2024)
by: Schynol, Lukas, et al.
Published: (2024)
Similar Items
-
EEG-CLIP : Learning EEG representations from natural language descriptions
by: Ndir, Tidiane Camaret, et al.
Published: (2025) -
What is Wrong with End-to-End Learning for Phase Retrieval?
by: Zhang, Wenjie, et al.
Published: (2024) -
End-to-End Autoencoder for Drill String Acoustic Communications
by: Lezhenin, Iurii, et al.
Published: (2024) -
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding
by: Fu, Xi, et al.
Published: (2025) -
RIMformer: An End-to-End Transformer for FMCW Radar Interference Mitigation
by: Zhang, Ziang, et al.
Published: (2024)