Leonardo Alexandrino De Melo

According to our database, Leonardo Alexandrino De Melo authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Case Study: Improving the Robustness of Photonic Neural Networks Against Memory Faults.

Mauricio Gomes de Queiroz, Leonardo Alexandrino De Melo, Mateus Vidaletti Costa, Salvatore Pappalardo, Fabio Pavanello, Ian O'Connor, Alberto Bosio

Proceedings of the 27th IEEE Latin American Test Symposium, 2026

Spectral Vs. Spatial Pruning: Fault Resilience Analysis for Extremely Sparse DNNs.

Manar Gani, Leonardo Alexandrino De Melo, Alberto Bosio, Rodrigo Possamai Bastos, David Novo

Proceedings of the 27th IEEE Latin American Test Symposium, 2026

2025

MicroFI: TensorFlow Lite based Fault Injection Framework for Microcontrollers.

Leonardo Alexandrino De Melo, Rodrigo Possamai Bastos, Alberto Bosio

Proceedings of the 43rd IEEE VLSI Test Symposium, 2025

2024

Robustness of Redundancy-Hardened Convolutional Neural Networks Against Adversarial Attacks.

Leonardo Alexandrino De Melo, Mauricio Gomes de Queiroz, Alberto Bosio, Rodrigo Possamai Bastos

Proceedings of the 29th IEEE Pacific Rim International Symposium on Dependable Computing, 2024