Aaron Tognoli
AI · Neuromorphic Vision · Smart Eyewear
I am Aaron Tognoli, a PhD student in Information Technology at Politecnico di Milano, working at the Smart Eyewear Lab and AIRLab. My research explores neuromorphic sensors, event-based cameras and lightweight neural networks for wearable devices.
About
My doctoral project focuses on lightweight algorithms for eye tracking on embedded platforms and smart eyewear, with attention to event-based sensors, data simulation, domain adaptation and real-time deployment on resource-constrained hardware.
Publications
Aaron Tognoli, Andrea Simpsi, Andrea Aspesi, Marco Cannici, Luca Merigo, Matteo Matteucci, Simone Mentasti · Proceedings of the ACM on Human-Computer Interaction, 10(3), ETRA018, pp. 1-18.
See the Article →Aaron Tognoli, Chiara Fossà, Andrea Simpsi, Andrea Aspesi, Luca Merigo, Matteo Matteucci, Simone Mentasti, Marco Cannici · ETRA 2026, pp. 103:1-103:7.
See the Article →Aaron Tognoli · ETRA 2026 Doctoral Consortium, pp. 57:1-57:3.
See the Article →Andrea Aspesi, Andrea Simpsi, Aaron Tognoli, Simone Mentasti, Luca Merigo, Matteo Matteucci · IJCNN 2025, pp. 1-8.
See the Article →Simone Mentasti, Andrea Simpsi, Andrea Aspesi, Aaron Tognoli, Luca Merigo, Matteo Matteucci · IJCNN 2025, pp. 1-7.
See the Article →Patents
European Patent application 25425065.7
Patent record →Awards and recognition
Honourable Mention Full Paper Award at ETRA 2026 - ACM Symposium on Eye Tracking Research & Applications for the paper “Overcoming Data Scarcity for Event-Based Pupil Tracking with Synthetic and Unlabeled Data”
Source → Article →Special mention for software enabling a virtual tour of the monuments of Leonardo da Vinci’s Florence, developed during High School at Istituto Paleocapa in Bergamo.
Source →Contact
For scientific collaborations, contact me by email or visit my academic profiles.