Thorir Mar Ingolfsson
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Recent & Upcoming Talks
2026
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
Poster PDF
BioFoundation codebase
AMLD 2026 event page
2025
NeurIPS 2025 – LUNA Poster Presentation
Poster presentation of LUNA—our topology-agnostic EEG foundation model—at NeurIPS 2025 in San Diego.
4, Dec, 2025
San Diego Convention Center, San Diego, USA
PDF
Code
LUNA poster PDF
LUNA paper (arXiv)
BioFoundation codebase
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 711:00
Bella Center Copenhagen, Denmark
Code
Slides
Blood-pressure slides
FEMBA slides
Finetuning & Quantization paper
FEMBA paper
BioFoundation codebase
PhD Defense – Robust and Practical Machine Learning Solutions for Wearable Biomedical Edge Devices
Successful defense of my PhD thesis “Robust and Practical Machine Learning Solutions for Wearable Biomedical Edge Devices.”
1, Jul, 2025 73:00
ETH Zürich, Oerlikon (Andreasturm 5)
Slides
Defense slide deck
Thesis manuscript
2024
IEEE BioCAS 2024
Oral presentation of VowelNet and poster presentation of Train-on-Request at IEEE BioCAS 2024 in Xi’an.
17, Oct, 2024
Xi'an International Conference Center, Xi'an, China
Slides
VowelNet oral slides
Train-on-Request poster PDF
VowelNet publication
Train-on-Request publication
2023
IEEE BioCAS 2023
Oral presentation of EpiDeNet and poster presentation of SkiLog at IEEE BioCAS 2023.
19, Oct, 2023
Beanfield Centre, Toronto, Canada
Slides
EpiDeNet oral slides
SkiLog poster handout
EpiDeNet publication
SkiLog publication
2022
Energy-Efficient Tree-Based EEG Artifact Detection
Energy-Efficient Artifact Detection Based on a Minimal Number of EEG Channels.
14, Jul, 2022
Scottish Event Campus
PDF
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Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering
Hardware-Aware Neural Network Analysis using Training Free Aspects.
17, May, 2022
Castle of Valentino, Turin, Italy
PDF
Slides
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2021
Hardware-Aware Neural Network Analysis
Hardware-Aware Neural Network Analysis using Training Free Aspects.
15, Oct, 2021
StageOne Event & Convention Hall Zurich
PDF
Slides
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