EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sandor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini 28 Aug 2023 ETH Zurich, University of Bologna, Aarhus University Hospital, Lausanne University Hospital, University of Modena and Reggio Emilia, Danish Epilepsy Centre Read [...]
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 Halmstad University, Sweden Read more Download paper in pdf
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 ETH Zurich, University of Lugano, University of Bologna Read more Download paper in pdf
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 ETH Zurich, University of Bologna, University of Modena and Reggio Emilia Read more Download paper in pdf [...]
Exploring Automatic Gym Workouts Recognition Locally On Wearable Resource-Constrained Devices Sizhen Bian, Xiaying Wang, Tommaso Polonelli, Michele Magno 13 Jan 2023 ETH Zurich Read more Download paper in pdf
Accelerating RNN-based Speech Enhancement on a Multi-Core MCU with Mixed FP16-INT8 Post-Training Quantization Manuele Rusci, Marco Fariselli, Martin Croome, Francesco Paci, Eric Flamand 14 Oct 2022 University of Bologna, ETH Zurich Read more Download paper in pdf
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari 24 Mar 2022 ETH Zurich, University of Modena and Reggio Emilia, Polytechnic University of Turin Read more Download paper in pdf
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays By Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini 20 Oct 2021 University of Bologna Read more Download paper in pdf
Integer-Only Approximated MFCC for Ultra-Low Power Audio NN Processing on Multi-Core MCUs By Marco Fariselli, Manuele Rusci, Joel Cambonie, Eric Flamand 23 Jun 2021 University of Bologna, ETH Zurich Read more Download paper in pdf
Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System By Lorenzo Lamberti, Manuele Rusci, Marco Fariselli, Francesco Paci, Luca Benini and others 22 May 2021 University of Bologna Read more