Francesco Crecchi

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Recurrent Neural Networks

Chaotic Time Series

Laplacian Eigenmaps

Reservoir Computing

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Francesco Crecchi, Marco Melis, Angelo Sotgiu, Davide Bacciu, Battista Biggio
FADER: Fast adversarial example rejection. Neurocomputing 470 (2022)
Davide Bacciu, Francesco Crecchi
Augmenting Recurrent Neural Networks Resilience by Dropout. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Francesco Crecchi, Marco Melis, Angelo Sotgiu, Davide Bacciu, Battista Biggio
FADER: Fast Adversarial Example Rejection. CoRR (2020)
Francesco Crecchi, Cyril de Bodt, Michel Verleysen, John A. Lee, Davide Bacciu
Perplexity-free Parametric t-SNE. CoRR (2020)
Francesco Crecchi, Cyril de Bodt, Michel Verleysen, John A. Lee, Davide Bacciu
Perplexity-free Parametric t-SNE. ESANN (2020)
Francesco Crecchi, Davide Bacciu, Battista Biggio
Detecting Black-box Adversarial Examples through Nonlinear Dimensionality Reduction. ESANN (2019)
Francesco Crecchi, Davide Bacciu, Battista Biggio
Detecting Adversarial Examples through Nonlinear Dimensionality Reduction. CoRR (2019)
Davide Bacciu, Francesco Crecchi, Davide Morelli
DropIn: Making reservoir computing neural networks robust to missing inputs by dropout. IJCNN (2017)
Davide Bacciu, Francesco Crecchi, Davide Morelli
DropIn: Making Reservoir Computing Neural Networks Robust to Missing Inputs by Dropout. CoRR (2017)