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 [...]
Fully On-board Low-Power Localization with Multizone Time-of-Flight Sensors on Nano-UAVs Hanna Müller, Nicky Zimmerman, Tommaso Polonelli, Michele Magno, Jens Behley, Cyrill Stachniss, Luca Benini 17 Apr 2023 University of Bologna, ETH Zurich Read more
FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation Zhuoran Xiong, Marihan Amein, Olivier Therrien, Warren J. Gross, Brett H. Meyer 28 Mar 2023 McGill University, Canada 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
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