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
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
Ultra-low energy pest detection for smart agriculture Davide Brunelli, Tommaso Polonelli, Luca Benini 25 Oct 2020 University of Bologna, ETH Zurich, University of Trento Read more
An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms Tommaso Polonelli, Daniele Battistini, Manuele Rusci, Davide Brunelli, Luca Benini 21 Mar 2020 University of Bologna, ETH Zurich Read more