BISA-SS3.5
How Transferable Are EEG Foundation Models? A Case Study on Sleep Staging
Alix Lamouroux, Center for Mind/Brain Sciences, Italy; Lucas Benoit, Jonathan Lys, Nicolas Farrugia, Giulia Lioi, IMT Atlantique, France
Session:
Brain Activity Analysis & Discovery — Beyond Elementary Decoding Lecture
Track:
20: Brain Activity Analysis & Discovery — Beyond Elementary Decoding (BRAIN-BEAD)
Location:
Studio 1
Session Time:
Wed, 2 Sep, 14:00 - 15:40
Presentation Time:
Wed, 2 Sep, 15:20 - 15:40
Session Co-Chairs:
Saikat Chatterjee, KTH Royal Institute of Technology and Kingshuk Chakravarty, Tata Consultancy Services
Presentation
Discussion
Session BISA-SS3
BISA-SS3.1: FAST AND EFFICIENT SPIKE SORTING FOR HIGH-DENSITY PROBES GIVEN A MODULAR FRAMEWORK
Samuel Garcia, Centre de Recherche en Neuroscience de Lyon, France; Chris Halcrow, University of Edinburgh, United Kingdom; Alessio Buccino, Allen Institute for Neural Dynamics, United States; Pierre Yger, LilNCog – U1172, Univ Lille, CHU Lille, France
BISA-SS3.2: Quantifying the Spatial Alignment between Co-occurring Patterns of Synchronous Spikes and Cortical Traveling Waves
Sven Krausse, Jülich Research Centre, Germany; Robin Gutzen, New York University, United States; Alexa Riehle, Thomas Brochier, CNRS-Aix Marseille Universite, France; Sonja Grün, Michael Denker, Jülich Research Centre, Germany
BISA-SS3.3: FOURTH-ORDER TENSOR INVARIANTS FOR ASSESSING NON-GAUSSIAN FUNCTIONAL CONNECTIVITY IN FREQUENCY-DOMAIN ELECTROENCEPHALOGRAPHY SIGNALS
Rikkert Hindriks, VU University, Netherlands; Gulshan Kumar, Victor Oswald, University of Laval, Canada; Francisco Gomez, Universidad Nacional de Colombia, Colombia; Prejaas Tewarie, University of Laval, Canada
BISA-SS3.4: Simulation-based spectral parameterization and inference for neural field signals
Richard Gao, Goethe University Frankfurt, Germany
BISA-SS3.5: How Transferable Are EEG Foundation Models? A Case Study on Sleep Staging
Alix Lamouroux, Center for Mind/Brain Sciences, Italy; Lucas Benoit, Jonathan Lys, Nicolas Farrugia, Giulia Lioi, IMT Atlantique, France
Resources
No resources available.