On-Device Learning Archives | GreenWaves Technologies

GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG

GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG Sebastian Frey, Mattia Alberto Lucchini, Victor Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini June 2024 ETH Zurich, University of Bologna, University of Modena and Reggio Emilia [...]

Irina Sizova2024-11-05T10:50:36+01:00

Accelerating Image-based Pest Detection on a Heterogeneous Multi-core Microcontroller

Accelerating Image-based Pest Detection on a Heterogeneous Multi-core Microcontroller Luca Bompani, Luca Crupi, Daniele Palossi, Olmo Baldoni, Davide Brunelli, Francesco Conti, Manuele Rusci, Luca Benini August 2024 University of Bologna, USI-SUPSI, ETH Zurich, University of Trento, KU Leuven Read more Download paper in pdf

Irina Sizova2024-09-02T14:27:23+02:00

sEMG-driven Hand Dynamics Estimation with Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller

sEMG-driven Hand Dynamics Estimation with Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Elisa Donati, Simone Benatti, Luca Benini June 2024 University of Bologna, ETH Zurich Read more

Irina Sizova2024-06-26T14:05:24+02:00

12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning

12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning By Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini 12 Mar 2024 D-ITET, ETH Zurich, IBM Research-Zurich Read more Download paper in pdf

Irina Sizova2024-05-14T11:00:32+02:00

On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors

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 USI-SUPSI, KU Leuven, University of Bologna Read more Download paper in pdf

Irina Sizova2024-05-13T15:11:02+02:00

FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation

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

Irina Sizova2024-06-03T10:31:25+02:00

A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays

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

Irina Sizova2024-05-14T11:28:31+02:00