Archivio Istituzionale della RicercaMOTETTI, BEATRICE ALESSANDRA
MOTETTI, BEATRICE ALESSANDRA
Dipartimento di Automatica e Informatica
051347
MAUPITI: On-Device Prototype-Based Learning on a Smart Infrared Sensor
In corso di stampa Motetti, Beatrice Alessandra; Dugas Du Villard, Tanguy; Risso, Matteo; Burrello, Alessio; Daghero, Francesco; Macii, Enrico; Poncino, Massimo; Castellano, Marco; Basile, Alfio; Jahier Pagliari, Daniele
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices
2024 Burrello, Alessio; Risso, Matteo; Motetti, BEATRICE ALESSANDRA; Macii, Enrico; Benini, Luca; JAHIER PAGLIARI, Daniele
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
2024 Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| MAUPITI: On-Device Prototype-Based Learning on a Smart Infrared Sensor / Motetti, B.A., Dugas Du Villard, T., Risso, M., Burrello, A., Daghero, F., Macii, E., Poncino, M., Castellano, M., Basile, A., Jahier Pagliari, D.. - In: IEEE EMBEDDED SYSTEMS LETTERS. - ISSN 1943-0663. - ELETTRONICO. - (In corso di stampa), pp. 1-1. [10.1109/LES.2026.3720995] | In corso di stampa | Beatrice Alessandra MotettiMatteo RissoAlessio BurrelloFrancesco DagheroEnrico MaciiMassimo PoncinoDaniele Jahier Pagliari + | arXiv_MAUPITI_On-Device_Prototype-Based_Learning_on_a_Smart_Infrared_Sensor.pdf |
| Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices / Burrello, A., Risso, M., Motetti, B.A., Macii, E., Benini, L., JAHIER PAGLIARI, D.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 12:3(2024), pp. 780-794. [10.1109/TETC.2023.3322033] | 1-gen-2024 | Alessio BurrelloMatteo RissoBeatrice Alessandra MotettiEnrico MaciiLuca BeniniDaniele Jahier Pagliari | Journal___Multi_Loss__arxiv_.pdf; Enhancing_Neural_Architecture_Search_with_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf; Enhancing_Neural_Architecture_Search_With_Multiple_Hardware_Constraints_for_Deep_Learning_Model_Deployment_on_Tiny_IoT_Devices.pdf |
| Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks / Motetti, B.A., Risso, M., Burrello, A., Macii, E., Poncino, M., Jahier Pagliari, D.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 73:11(2024), pp. 2619-2633. [10.1109/tc.2024.3449084] | 1-gen-2024 | Motetti, Beatrice AlessandraRisso, MatteoBurrello, AlessioMacii, EnricoPoncino, MassimoJahier Pagliari, Daniele | Arxiv_Joint_Pruning_and_Channel-wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf; Joint_Pruning_and_Channel-Wise_Mixed-Precision_Quantization_for_Efficient_Deep_Neural_Networks.pdf |