Deep Learning Technique 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

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

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

It is okay to be uncommon”: Quantizing Sound Event Detection Networks on Hardware Accelerators with Uncommon Sub-Byte Support

It is okay to be uncommon": Quantizing Sound Event Detection Networks on Hardware Accelerators with Uncommon Sub-Byte Support By Yushu Wu, Xiao Quan, Mohammad Rasool Izadi, Chuan-Che Huang 5 Apr 2024 Bose Corporation USA, Northeastern University USA Read more Download paper in pdf

Irina Sizova2024-05-14T10:44:32+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

Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs

Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs By Paola Busia, Andrea Cossettini, Thorir M Ingolfsson, Simone Benatti, Alessio Burrello, Victor J B Jung, Moritz Scherer, Matteo A Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini 23 Jan 2024 University of Cagliari, University [...]

Irina Sizova2024-05-14T10:53:03+02:00

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