- Forehead and In-Ear EEG Acquisition and Processing: Biomarker Analysis and Memory-Efficient Deep Learning Algorithm for Sleep Staging with Optimized Feature Dimensionality
Roberto De Fazio, Şule Esma Yalçınkaya, Ilaria Cascella, Carolina Del-Valle-Soto, Massimo De Vittorio, Paolo Visconti · 2025 · Sensors
Cites dataset 2 citations
- Sleep Staging for Wearable Electroencephalography Leveraging Machine Learning and Conventional Polysomnography Datasets <sup>*</sup>
Gürkan Yılmaz, Cristina Sainz Martinez, Fabian Braun, Oriella Gnarra, Andrea Seiler, Kaspar Schindler, Markus H. Schmidt, Mathieu Lemay, João Jorge · 2025 · 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Cites data paper 1 citations
- A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG
Emilio Estevan, María Sierra-Torralba, Eduardo L'opez-Larraz, L. Montesano · 2025 · ArXiv
Cites dataset 1 citations
- The Bitbrain Open Access Sleep (BOAS) dataset
Eduardo López‐Larraz, María Sierra-Torralba, Sergio Clemente, Galit Fierro, David Oriol, Javier Minguez, Luis Montesano, Jens G. Klinzing · 2026 · Open MIND
Cites data paper
- xSTAE: Explaining Classifier Decisions through EEG Signal Style Transfer Autoencoding
Natalia Koliou, Panagiotis Zazos, C. Romesis, Cristian Bosch, S. Konstantopoulos, Panagiotis Trakadas · 2025 · n/a
Cites data paper
- Sleep-Spindle-Rich Windows Are Associated With Local Meta-Noetic Phase-Space Shifts in N2 Sleep
Robin Langell · 2026 · Zenodo (CERN European Organization for Nuclear Research)
Cites dataset
- Sleep-Spindle-Rich Windows Are Associated With Local Meta-Noetic Phase-Space Shifts in N2 Sleep
Robin Langell · 2026 · Zenodo (CERN European Organization for Nuclear Research)
Cites dataset