Ph.D. candidate in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 37th cycle (2021-2024)
Department of Electronics and Telecommunications (DET)
Profile
PhD
Thesis title
Towards Smaller, Lighter, and More Transparent AI
Tutors
Publications
Latest publications View all publications in Porto@Iris
- Bich, Philippe; Prono, Luciano; Boretti, Chiara; Pareschi, Fabio; Rovatti, Riccardo; ... (In stampa)
MESA: A Dynamical Attention-based Pre-processing Pipeline for High-throughput Event-based Computer Vision Tasks. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. ISSN 1549-7747
Contributo su Rivista - De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Giordano, ... (2025)
Linearly-interpretable concept embedding models for text analysis. In: MACHINE LEARNING, vol. 114. ISSN 0885-6125
Contributo su Rivista - Bich, Philippe; Enttsel, Andriy; Prono, Luciano; Marchioni, Alex; Pareschi, Fabio; ... (2025)
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons. In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 47, pp. 8297-8304. ISSN 0162-8828
Contributo su Rivista - Prono, Luciano; Bich, Philippe; Boretti, Chiara; Mangia, Mauro; Pareschi, Fabio; ... (2025)
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks. In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 36, pp. 14414-14427. ISSN 2162-237X
Contributo su Rivista - Boretti, Chiara; Bich, Philippe; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; ... (2024)
Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking. In: 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS), Xian (Chi), 24-26 October 2024. ISBN: 979-8-3503-5495-9
Contributo in Atti di Convegno (Proceeding)