Ph.D. candidate in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 37th cycle (2021-2024)
Department of Electronics and Telecommunications (DET)
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Latest publications View all publications in Porto@Iris
- 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. 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. 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) - Wang, Zuowen; Gao, Chang; Wu, Zongwei; Conde, Marcos V.; Timofte, Radu; Liu, Shih-Chii; ... (2024)
Event-Based Eye Tracking. AIS 2024 Challenge Survey. In: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA (USA), 17-18 June 2024, pp. 5810-5825. ISBN: 979-8-3503-6547-4
Contributo in Atti di Convegno (Proceeding) - Bich, P.; Boretti, C.; Prono, L.; Pareschi, F.; Rovatti, R.; Setti, G. (2024)
Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning. In: 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS), Abu Dhabi (United Arab Emirates), April 22-25, 2024, pp. 337-341. ISBN: 979-8-3503-8363-8
Contributo in Atti di Convegno (Proceeding)