University of Bologna 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

BrainFuseNet: Enhancing Wearable Seizure Detection through EEG-PPG-accelerometer Sensor Fusion and Efficient Edge Deployment

BrainFuseNet: Enhancing Wearable Seizure Detection through EEG-PPG-accelerometer Sensor Fusion and Efficient Edge Deployment Thorir Mar Ingolfsson, Xiaying Wang, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sandor Beniczky, Luca Benini, Andrea Cossettini 30 Apr 2024 University of Bologna, ETH Zurich Read more Download paper in pdf

Irina Sizova2024-05-30T14:12:01+02:00

Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems

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

Irina Sizova2024-05-14T10:42:23+02:00

Optimizing the Deployment of Tiny Transformers on Low-Power MCUs

Optimizing the Deployment of Tiny Transformers on Low-Power MCUs By Victor J.B. Jung, Alessio Burrello, Moritz Scherer, Francesco Conti, Luca Benini 3 Apr 2024 University of Bologna, ETH Zurich Read more Download paper in pdf

Irina Sizova2024-05-13T15:06:26+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

A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers

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 University of Cagliari, University of Bologna Read more Download paper in pdf

Irina Sizova2024-05-14T10:52:08+02:00

Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs

Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs Konstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Philippe Ryvlin, Cristian Cioflan, Michele Magno, Luca Benini 06 Feb 2024 University of Bologna, ETH Zurich Read more

Irina Sizova2024-06-17T14:40:45+02:00

Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers

Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers Thorir Mar Ingolfsson, Simone Benatti, Xiaying Wang, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sandor Beniczky, Luca Benini & Andrea Cossettini 05 Feb 2024 University of Bologna, ETH Zurich, University of Modena and Reggio Emilia, Lausanne University Hospital, Danish Epilepsy [...]

Irina Sizova2024-05-30T14:28:00+02:00

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