Thorir Mar Ingolfsson
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Biosignals
AMLD Intelligence Summit 2026 – Pushing Biosignal FMs to the Edge
Poster presentation of our full-stack framework for deploying biosignal foundation models on ultra-low-power edge devices at AMLD 2026 in Lausanne.
10 Feb 2026
SwissTech Convention Center, EPFL, Lausanne, Switzerland
PDF
Code
AMLD 2026 event page
IEEE EMBC 2025 – Silent Disco Presentations
Presented quantized biosignal foundation models in EMBC’s silent disco session while Anna Tegon delivered FEMBA.
17 Jul 2025 11:00
Bella Center Copenhagen, Denmark
Code
Blood-pressure slides
FEMBA slides
Finetuning & Quantization paper
FEMBA paper
BioFoundation: Foundation Models for Biosignals
Open-source framework powering LUNA, FEMBA, CEReBrO, and other EEG foundation models — including LUNA, accepted at NeurIPS 2025.
PDF
Code
GitHub
Paper
Real-Time Drone Navigation with a Wearable EEG Headband
We built a non-stigmatizing EEG headband with an ultra-low-power PULP processor that recognizes eye blinks, eyebrow movements, and alpha waves in real time and uses them to control a flying nano-drone — all computation happens on-board the wearable, without a laptop in the loop.
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