Pubblicazioni

PNRR – CN4 - MOST – SPOKE 13 Sistemi di time series forecasting

2024 - Memorie - XXXVIII Riunione Nazionale dei Ricercatori di Elettrotecnica
Rizzi, Antonello; Mancini, Alessandro; Capillo, Antonino; DE SANTIS, Enrico; FRATTALE MASCIOLI, Fabio Massimo

AeneasHDC: an automatic framework for deploying hyperdimensional computing models on FPGAs

2024 - Proceedings of the International Joint Conference on Neural Networks
Angioli, Marco; Jamili, Saeid; Barbirotta, Marcello; Cheikh, Abdallah; Mastrandrea, Antonio; Menichelli, Francesco; Rosato, Antonello; Olivieri, Mauro

Perceptron Theory Can Predict the Accuracy of Neural Networks

2023 - IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Kleyko, Denis; Rosato, Antonello; Frady, Edward Paxon; Panella, Massimo; Sommer, Friedrich T.

Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing

2022 - Proceedings of the International Joint Conference on Neural Networks
Rosato, A.; Panella, M.; Osipov, E.; Kleyko, D.

On effects of compression with hyperdimensional computing in distributed randomized neural networks

2021 - Advances in Computational Intelligence (LNCS 12862)
Rosato, Antonello; Panella, Massimo; Osipov, Evgeny; Kleyko, Denis

Hyperdimensional computing for efficient distributed classification with randomized neural networks

2021 - Proceedings of the International Joint Conference on Neural Networks
Rosato, A.; Panella, M.; Kleyko, D.

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