Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini 17 Apr 2024 Read more: https://arxiv.org/abs/2404.11488 Download paper in pdf: https://arxiv.org/pdf/2404.11488
On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors By Elia Cereda, Manuele Rusci, Alessandro Giusti, Daniele Palossi 6 Mar 2024 Read more: https://www.arxiv.org/abs/2403.04071 Download paper in pdf: https://arxiv.org/pdf/2403.04071.pdf
A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers By Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni 16 Feb 2024 Read more: https://arxiv.org/abs/2402.10748 Download paper in pdf: https://arxiv.org/pdf/2402.10748.pdf
Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs By Paola Busia, Andrea Cossettini, Thorir M Ingolfsson, Simone Benatti, Alessio Burrello, Victor J B Jung, Moritz Scherer, Matteo A Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini 23 Jan 2024 Read more: https://ieeexplore.ieee.org/document/10412626 Download [...]
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation By Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, and others 28 Nov 2023 Read more: https://ieeexplore.ieee.org/document/10329945
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO By Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno 2 Nov 2023 Read more: https://arxiv.org/abs/2311.01057 Download paper in pdf: https://arxiv.org/ftp/arxiv/papers/2311/2311.01057.pdf
Drone navigation and license place detection for vehicle location in indoor spaces Moa Arvidsson, Sithichot Sawirot, Cristofer Englund, Fernando Alonso-Fernandez, Martin Torstensson, Boris Duran 19 Jul 2023 Read more: https://arxiv.org/abs/2307.10165 Download paper in pdf: https://arxiv.org/abs/2307.10165
Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems Julian Moosmann, Hanna Mueller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno 12 Jul 2023 Read more: https://arxiv.org/abs/2307.05999 Download paper in pdf: https://arxiv.org/pdf/2307.05999
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Kartsch, Andrea Cossettini, Luca Benini 04 Jul 2023 Read more: https://arxiv.org/abs/2307.01619 Download paper in pdf: https://arxiv.org/pdf/2307.01619.pdf
Exploring Automatic Gym Workouts Recognition Locally On Wearable Resource-Constrained Devices Sizhen Bian, Xiaying Wang, Tommaso Polonelli, Michele Magno 13 Jan 2023 Read more: https://arxiv.org/abs/2301.05748 Download paper in pdf: https://arxiv.org/pdf/2301.05748.pdf