Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders
Fuente:
arXiv
Saved in:
| Main Authors: | Lehn-Schiøler, William, Kjær, Magnus Ruud, Thapa, Rahul, Pedersen, Magnus Guldberg, Storgaard, Anton Mosquera, Williams, Nick, Gatej, Radu, Lehn-Schiøler, Tue, Brink-Kjær, Andreas, Puthusserypady, Sadasivan, Beniczky, Sándor, Zou, James, Hansen, Lars Kai |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Low‐cost portable EEG device for bridging the diagnostic gap in resource‐limited areas
by: Sidsel Armand Larsen, et al.
Published: (2024)
by: Sidsel Armand Larsen, et al.
Published: (2024)
Pretraining on Sleep Data Improves non-Sleep Biosignal Tasks
by: Lehn-Schiøler, William, et al.
Published: (2026)
by: Lehn-Schiøler, William, et al.
Published: (2026)
Clinical Utility and Feasibility of Smartphone-based EEG in Kenya: A Multicenter Observational Study
by: Enkhtsetseg, Nomin, et al.
Published: (2026)
by: Enkhtsetseg, Nomin, et al.
Published: (2026)
Concept-based explainability for an EEG transformer model
by: Gjølbye, Anders, et al.
Published: (2023)
by: Gjølbye, Anders, et al.
Published: (2023)
SPEED: Scalable Preprocessing of EEG Data for Self-Supervised Learning
by: Gjølbye, Anders, et al.
Published: (2024)
by: Gjølbye, Anders, et al.
Published: (2024)
Applied Signal Processing
by: Puthusserypady, Sadasivan
Published: (2021)
by: Puthusserypady, Sadasivan
Published: (2021)
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
by: Thapa, Rahul, et al.
Published: (2024)
by: Thapa, Rahul, et al.
Published: (2024)
Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models
by: Kjaer, Magnus Ruud, et al.
Published: (2025)
by: Kjaer, Magnus Ruud, et al.
Published: (2025)
Quantum Mechanics as Tension Pathfinding: Wavefunction Collapse from Accessibility Minimization
by: Lehn, Henrik
Published: (2025)
by: Lehn, Henrik
Published: (2025)
Um Estudo da Situação de Inserção Internacional dos Fabricantes de Calçados do Vale do Rio Dos Sinos no Rio Grande do Sul
by: José Carlos Lehn
Published: (2007)
by: José Carlos Lehn
Published: (2007)
A FLORISTIC SURVEY OF FERNS AND LYCOPHYTES ASSOCIATED WITH SEMI-DECIDUOUS FOREST REMNANTS IN SOUTHERN BRAZIL
by: Carlos R. Lehn
Published: (2018)
by: Carlos R. Lehn
Published: (2018)
RAG-based EEG-to-Text Translation Using Deep Learning and LLMs
by: Collautti, Enrico, et al.
Published: (2026)
by: Collautti, Enrico, et al.
Published: (2026)
Contrastive Learning Is Not Optimal for Quasiperiodic Time Series
by: Atienza, Adrian, et al.
Published: (2024)
by: Atienza, Adrian, et al.
Published: (2024)
An Efficient and Flexible Deep Learning Method for Signal Delineation via Keypoints Estimation
by: Atienza, Adrian, et al.
Published: (2024)
by: Atienza, Adrian, et al.
Published: (2024)
An interview with Petri Ojanen, the 2025 Epileptic Disorders prize winner
by: Sándor Beniczky
Published: (2025)
by: Sándor Beniczky
Published: (2025)
An interview with Elissa Yozawitz, the 2024 Epileptic Disorders Prize winner
by: Sándor Beniczky
Published: (2024)
by: Sándor Beniczky
Published: (2024)
Combinatorial K3 surfaces and the Mori fan of the Dolgachev--Nikulin--Voisin family in degree 2
by: Hulek, Klaus, et al.
Published: (2025)
by: Hulek, Klaus, et al.
Published: (2025)
Non-hyperbolicity of holomorphic symplectic varieties
by: Kamenova, Ljudmila, et al.
Published: (2022)
by: Kamenova, Ljudmila, et al.
Published: (2022)
The Incidence of Neonatal Abstinence Syndrome Remained Stable in Eastern Denmark From 2013 to 2018 and Was Sometimes Associated With Cannabis
by: Vibeke Vestermark, et al.
Published: (2026)
by: Vibeke Vestermark, et al.
Published: (2026)
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA
by: Atienza, Adtian, et al.
Published: (2025)
by: Atienza, Adtian, et al.
Published: (2025)
Bridging Knowledge Gaps in Understanding SARS‐CoV‐2 Infection During Pregnancy
by: Anne K. Örtqvist, et al.
Published: (2025)
by: Anne K. Örtqvist, et al.
Published: (2025)
Frequency-Aware Masked Autoencoders for Human Activity Recognition using Accelerometers
by: Lorenzen, Niels R., et al.
Published: (2025)
by: Lorenzen, Niels R., et al.
Published: (2025)
Sink or Swim: Using Remote Programming to Manage a Very Australian Problem
by: Izyan Mohd Helmi, et al.
Published: (2024)
by: Izyan Mohd Helmi, et al.
Published: (2024)
Conjugation Effects in the Generation of Dynamic Covalent Libraries of Bis‐Imines from Substituted Aromatic Aldehyde and Amine Components
by: Bamaprasad Bag, et al.
Published: (2025)
by: Bamaprasad Bag, et al.
Published: (2025)
Unveiling variability: A systematic review of reproducibility in visual EEG analysis, with focus on seizures
by: Eivind Aanestad, et al.
Published: (2024)
by: Eivind Aanestad, et al.
Published: (2024)
The more smoking the more cataract: A study on smoking, snus use and cataract in a Swedish population
by: Moa Nordström, et al.
Published: (2024)
by: Moa Nordström, et al.
Published: (2024)
Use of Testosterone‐Lowering Medication in Patients With Intellectual Disabilities and Problematic Sexual Behaviour: A Case Series
by: Jacob Rong Bentsen, et al.
Published: (2026)
by: Jacob Rong Bentsen, et al.
Published: (2026)
ZRSVN RAG
by: Gatej, Gregor
Published: (2025)
by: Gatej, Gregor
Published: (2025)
CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations
by: Atienza, Adtian, et al.
Published: (2025)
by: Atienza, Adtian, et al.
Published: (2025)
Thank you to our reviewers in 2024
by: Sándor Beniczky, et al.
Published: (2025)
by: Sándor Beniczky, et al.
Published: (2025)
Exceptional Tannaka groups only arise from cubic threefolds
by: Krämer, Thomas, et al.
Published: (2024)
by: Krämer, Thomas, et al.
Published: (2024)
Nonvanishing results for Kähler varieties
by: Höring, Andreas, et al.
Published: (2025)
by: Höring, Andreas, et al.
Published: (2025)
Geometric and Probabilistic Limit Theorems in Topological Data Analysis
by: Kalisnik, Sara, et al.
Published: (2019)
by: Kalisnik, Sara, et al.
Published: (2019)
The role of organic matter in Brazilian Pre‐Salt carbonates
by: Ilana Lehn, et al.
Published: (2024)
by: Ilana Lehn, et al.
Published: (2024)
The Citizens' Distributional Preferences for Health Care Resource Allocations: The Non‐Negligible Role of Option Value
by: Lise Desireé Hansen, et al.
Published: (2025)
by: Lise Desireé Hansen, et al.
Published: (2025)
Associations of Antenatal Corticosteroids and Maternal Postpartum Mental Health—A Cohort Study
by: Agnes Kielgast Ladelund, et al.
Published: (2025)
by: Agnes Kielgast Ladelund, et al.
Published: (2025)
Semantic Optimal Transport for Sparse Autoencoder Feature Matching and Circuit Compression
by: Cao, Tue M., et al.
Published: (2026)
by: Cao, Tue M., et al.
Published: (2026)
Electroretinographic artifacts on EEG in a critically ill patient
by: Kevin Hochstrasser, et al.
Published: (2024)
by: Kevin Hochstrasser, et al.
Published: (2024)
Denmark-Greenland in the twentieth century (Vol. 341)
by: Axel Kjær Sørensen,
Published: (2010)
by: Axel Kjær Sørensen,
Published: (2010)
Constitucionalizando a conectividade: a articulação constitucional da sociedade mundial
by: Poul F. Kjaer
Published: (2020)
by: Poul F. Kjaer
Published: (2020)
Similar Items
-
Low‐cost portable EEG device for bridging the diagnostic gap in resource‐limited areas
by: Sidsel Armand Larsen, et al.
Published: (2024) -
Pretraining on Sleep Data Improves non-Sleep Biosignal Tasks
by: Lehn-Schiøler, William, et al.
Published: (2026) -
Clinical Utility and Feasibility of Smartphone-based EEG in Kenya: A Multicenter Observational Study
by: Enkhtsetseg, Nomin, et al.
Published: (2026) -
Concept-based explainability for an EEG transformer model
by: Gjølbye, Anders, et al.
Published: (2023) -
SPEED: Scalable Preprocessing of EEG Data for Self-Supervised Learning
by: Gjølbye, Anders, et al.
Published: (2024)