RAGUSA, EDOARDO
RAGUSA, EDOARDO
100026 - Dipartimento di Ingegneria navale, elettrica, elettronica e delle telecomunicazioni
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices
2020-01-01 Ragusa, E.; Gianoglio, C.; Zunino, R.; Gastaldo, P.
A digital implementation of extreme learning machines for resource-constrained devices
2018-01-01 Ragusa, Edoardo; Gianoglio, Christian; Gastaldo, Paolo; Zunino, Rodolfo
A Novel Learning Strategy for the Trade-Off between Accuracy and Computational Cost: A Touch Modalities Classification Case Study
2022-01-01 Gianoglio, C.; Ragusa, E.; Gastaldo, P.; Valle, M.
A survey on deep learning in image polarity detection: Balancing generalization performances and computational costs
2019-01-01 Ragusa, E.; Cambria, E.; Zunino, R.; Gastaldo, P.
Affordance segmentation using tiny networks for sensing systems in wearable robotic devices
2023-01-01 Ragusa, E.; Dosen, S.; Zunino, R.; Gastaldo, P.
An Affordable Hardware-Aware Neural Architecture Search for Deploying Convolutional Neural Networks on Ultra-Low-Power Computing Platforms
2024-01-01 Garavagno, ANDREA MATTIA; Ragusa, Edoardo; Frisoli, Antonio; Gastaldo, Paolo
An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices
2023-01-01 Ragusa, Edoardo; Gianoglio, Christian; Zunino, Rodolfo; Gastaldo, Paolo
Balancing computational complexity and generalization ability: A novel design for ELM
2020-01-01 Ragusa, E.; Gastaldo, P.; Zunino, R.; Cambria, E.
Bayesian network based extreme learning machine for subjectivity detection
2018-01-01 Chaturvedi, Iti; Ragusa, Edoardo; Gastaldo, Paolo; Zunino, Rodolfo; Cambria, Erik
Cognitive Insights into Sentic Spaces Using Principal Paths
2019-01-01 Ragusa, E.; Gastaldo, P.; Zunino, R.; Ferrarotti, M. J.; Rocchia, W.; Decherchi, S.
Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics
2024-01-01 Ragusa, E.; Zonzini, F.; Gastaldo, P.; De Marchi, L.
Compression-Accuracy Co-optimization Through Hardware-aware Neural Architecture Search for Vibration Damage Detection
2024-01-01 Ragusa, Edoardo; Zonzini, Federica; Marchi, Luca De; Zunino, Rodolfo
Design and Deployment of an Image Polarity Detector with Visual Attention
2022-01-01 Ragusa, E.; Apicella, T.; Gianoglio, C.; Zunino, R.; Gastaldo, P.
Design and Implementation of Tiny Deep Neural Networks for Landing Pad Detection on UAVs
2024-01-01 Ragusa, E.; Taccioli, T.; Canepa, A.; Zunino, R.; Gastaldo, P.
Design of a quantitative readout in a point of care device for cisplatin detection
2022-01-01 Ragusa, Edoardo; Zunino, Rodolfo; Mastronardi, Valentina; Moglianetti, Mauro; Pompa, Pier P.; Gastaldo, Paolo
Emotion recognition on edge devices: Training and deployment
2021-01-01 Pandelea, V.; Ragusa, E.; Apicella, T.; Gastaldo, P.; Cambria, E.
From a Chemotherapeutic Drug to a High-Performance Nanocatalyst: A Fast Colorimetric Test for Cisplatin Detection at ppb Level
2022-01-01 Mastronardi, Valentina; Moglianetti, Mauro; Ragusa, Edoardo; Zunino, Rodolfo; Pompa, PIER PAOLO
Hardware-Aware Affordance Detection for Application in Portable Embedded Systems
2021-01-01 Ragusa, E; Gianoglio, C; Dosen, S; Gastaldo, P
Image Polarity Detection on Resource-Constrained Devices
2020-01-01 Ragusa, E.; Gianoglio, C.; Zunino, R.; Gastaldo, P.
Learning with similarity functions: A novel design for the extreme learning machine
2017-01-01 Gastaldo, P.; Bisio, F.; Gianoglio, C.; Ragusa, E.; Zunino, R.