Edge Deployment

ARNI Working Group 2026 – Foundation Models for Wearables: From EEG and EMG to Multimodal Models at the Edge
Invited talk at ARNI’s Frontier Models for Neuroscience and Behavior working group on foundation models for wearable EEG, EMG and multimodal biosignals, from pre-training objectives to measured inference on a milliwatt-class microcontroller.
19 Oct 2026 15:00 Online · ARNI, NSF AI Institute for Artificial and Natural Intelligence (Columbia University / University of Pennsylvania)
Code Slides Models (Hugging Face) ARNI event page
ARNI Working Group 2026 – Foundation Models for Wearables: From EEG and EMG to Multimodal Models at the Edge
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
AMLD Intelligence Summit 2026 – Pushing Biosignal FMs to the Edge