Pubblicazioni

Attention-map augmentation for hypercomplex breast cancer classification

2024 - PATTERN RECOGNITION LETTERS
Lopez, Eleonora; Betello, Filippo; Carmignani, Federico; Grassucci, Eleonora; Comminiello, Danilo

Towards explaining hypercomplex neural networks

2024 - Proceedings of the International Joint Conference on Neural Networks
Lopez, E.; Grassucci, E.; Capriotti, D.; Comminiello, D.

PHYDI. Initializing parameterized hypercomplex neural networks as identity functions

2023 - IEEE International Workshop on Machine Learning for Signal Processing, MLSP
Mancanelli, M.; Grassucci, E.; Uncini, A.; Comminiello, D.

PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions

2022 - IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Grassucci, Eleonora; Zhang, Aston; Comminiello, Danilo

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