Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception
Fuente:
arXiv
Saved in:
| Main Authors: | Rezzouk, Mathis, Gagnon, Fabrice, Champagne, Alyson, Roy, Mathieu, Albouy, Philippe, Coll, Michel-Pierre, Subakan, Cem |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals
by: Sidharth, Sidharth, et al.
Published: (2025)
by: Sidharth, Sidharth, et al.
Published: (2025)
Listenable Maps for Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024)
by: Paissan, Francesco, et al.
Published: (2024)
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice
by: Gupta, Shubham, et al.
Published: (2024)
by: Gupta, Shubham, et al.
Published: (2024)
Listenable Maps for Zero-Shot Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024)
by: Paissan, Francesco, et al.
Published: (2024)
LMAC-TD: Producing Time Domain Explanations for Audio Classifiers
by: Mancini, Eleonora, et al.
Published: (2024)
by: Mancini, Eleonora, et al.
Published: (2024)
Deep Learning Framework for Hybrid Analog-Digital Signal Processing in mmWave Massive-MIMO Systems
by: Morsali, Alireza, et al.
Published: (2021)
by: Morsali, Alireza, et al.
Published: (2021)
Resource-Efficient Separation Transformer
by: Della Libera, Luca, et al.
Published: (2022)
by: Della Libera, Luca, et al.
Published: (2022)
The more, the better? Evaluating the role of EEG preprocessing for deep learning applications
by: Del Pup, Federico, et al.
Published: (2024)
by: Del Pup, Federico, et al.
Published: (2024)
SelfEEG: A Python library for Self-Supervised Learning in Electroencephalography
by: Del Pup, Federico, et al.
Published: (2023)
by: Del Pup, Federico, et al.
Published: (2023)
Towards Automated EEG-Based Epilepsy Detection Using Deep Convolutional Autoencoders
by: Stiehl, Annika, et al.
Published: (2025)
by: Stiehl, Annika, et al.
Published: (2025)
Enhancing Environment Generalizability for Deep Learning-Based CSI Feedback
by: Wang, Haoyu, et al.
Published: (2025)
by: Wang, Haoyu, et al.
Published: (2025)
Beamformed Fingerprint-Based Transformer Network for Trajectory Estimation and Path Determination in Outdoor mmWave MIMO Systems
by: Shamsesalehi, Mohammad, et al.
Published: (2026)
by: Shamsesalehi, Mohammad, et al.
Published: (2026)
Impact of Validation Strategy on Machine Learning Performance in EEG-Based Alcoholism Classification
by: Akinci, Tahir Cetin, et al.
Published: (2026)
by: Akinci, Tahir Cetin, et al.
Published: (2026)
Reconfigurable Multiple-Valued Logic Function and Sequential Circuit Realizations via Threshold Logic Gates
by: Unutulmaz, Ahmet, et al.
Published: (2024)
by: Unutulmaz, Ahmet, et al.
Published: (2024)
EVMx: An FPGA-Based Smart Contract Processing Unit
by: Lemayian, Joel Poncha, et al.
Published: (2025)
by: Lemayian, Joel Poncha, et al.
Published: (2025)
A BFF-Based Attention Mechanism for Trajectory Estimation in mmWave MIMO Communications
by: Shamsesalehi, Mohammad, et al.
Published: (2024)
by: Shamsesalehi, Mohammad, 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)
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)
EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters
by: Lotey, Taveena, et al.
Published: (2024)
by: Lotey, Taveena, et al.
Published: (2024)
Recursive GNNs for Learning Precoding Policies with Size-Generalizability
by: Guo, Jia, et al.
Published: (2024)
by: Guo, Jia, et al.
Published: (2024)
SSL-SE-EEG: A Framework for Robust Learning from Unlabeled EEG Data with Self-Supervised Learning and Squeeze-Excitation Networks
by: Chowdhury, Meghna Roy, et al.
Published: (2025)
by: Chowdhury, Meghna Roy, 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)
Distributed Adaptive Signal Fusion for Fractional Programs
by: Musluoglu, Cem Ates, et al.
Published: (2023)
by: Musluoglu, Cem Ates, et al.
Published: (2023)
Effective Connectivity-Based Unsupervised Channel Selection Method for EEG
by: Abdollahpour, Neda, et al.
Published: (2025)
by: Abdollahpour, Neda, et al.
Published: (2025)
Generalizable Learning for Massive MIMO CSI Feedback in Unseen Environments
by: Wang, Haoyu, et al.
Published: (2025)
by: Wang, Haoyu, et al.
Published: (2025)
PRiSE-EEG: A Prior-Guided Foundation Model with Depth-Stratified Experts for Cross-Paradigm EEG Representation Learning
by: Xiong, Wei, et al.
Published: (2026)
by: Xiong, Wei, 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)
WiP: Towards a Secure SECP256K1 for Crypto Wallets: Hardware Architecture and Implementation
by: Lemayian, Joel Poncha, et al.
Published: (2024)
by: Lemayian, Joel Poncha, et al.
Published: (2024)
HFMCA: Orthonormal Feature Learning for EEG-based Brain Decoding
by: Wang, Yinghao, et al.
Published: (2026)
by: Wang, Yinghao, et al.
Published: (2026)
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)
Integrated Sensing and Communication: Towards Multifunctional Perceptive Network
by: Cui, Yuanhao, et al.
Published: (2025)
by: Cui, Yuanhao, et al.
Published: (2025)
From Simulation to Practice: Generalizable Deep Reinforcement Learning for Cellular Schedulers
by: Kela, Petteri, et al.
Published: (2024)
by: Kela, Petteri, 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)
EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Towards Large-Scale EEG Model
by: Qin, Chengxuan, et al.
Published: (2024)
by: Qin, Chengxuan, et al.
Published: (2024)
Diffusion-based translation between unpaired spontaneous premature neonatal EEG and fetal MEG
by: Brebion, Benoît, et al.
Published: (2025)
by: Brebion, Benoît, et al.
Published: (2025)
Timing advance and Doppler shift estimation in LEO satellite networks: A recursive Bayesian study
by: Balakrishnan, Ashutosh, et al.
Published: (2025)
by: Balakrishnan, Ashutosh, et al.
Published: (2025)
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)
Neuro-GPT: Towards A Foundation Model for EEG
by: Cui, Wenhui, et al.
Published: (2023)
by: Cui, Wenhui, et al.
Published: (2023)
Simulation-Driven Ensemble Machine Learning for Robust and Generalizable Path Loss Prediction
by: Mohamed, Ahmed P., et al.
Published: (2026)
by: Mohamed, Ahmed P., et al.
Published: (2026)
Joint Inverse Learning of Cognitive Radar Perception and Perception-Action Policy
by: C V, Anoop, et al.
Published: (2026)
by: C V, Anoop, et al.
Published: (2026)
Similar Items
-
PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals
by: Sidharth, Sidharth, et al.
Published: (2025) -
Listenable Maps for Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024) -
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice
by: Gupta, Shubham, et al.
Published: (2024) -
Listenable Maps for Zero-Shot Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024) -
LMAC-TD: Producing Time Domain Explanations for Audio Classifiers
by: Mancini, Eleonora, et al.
Published: (2024)