Archivio Istituzionale della RicercaPRONO, LUCIANO
PRONO, LUCIANO
Dipartimento di Elettronica e Telecomunicazioni
033318
MESA: A Dynamical Attention-based Pre-processing Pipeline for High-throughput Event-based Computer Vision Tasks
In corso di stampa Bich, Philippe; Prono, Luciano; Boretti, Chiara; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks
2025 Prono, Luciano; Bich, Philippe; Boretti, Chiara; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons
2025 Bich, Philippe; Enttsel, Andriy; Prono, Luciano; Marchioni, Alex; Pareschi, Fabio; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices
2023 Marchioni, A.; Prono, L.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC
2020 Paolino, C.; Prono, L.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G.
Deep Neural Oracle with Support Identification in the Compressed Domain
2020 Prono, L.; Mangia, M.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.
Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals
2020 Mangia, M.; Prono, L.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| MESA: A Dynamical Attention-based Pre-processing Pipeline for High-throughput Event-based Computer Vision Tasks / Bich, Philippe; Prono, Luciano; Boretti, Chiara; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - STAMPA. - (In corso di stampa). | In corso di stampa | Philippe BichLuciano PronoChiara BorettiFabio PareschiGianluca Setti + | FINAL VERSION.pdf |
| A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks / Prono, Luciano; Bich, Philippe; Boretti, Chiara; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - STAMPA. - 36:8(2025), pp. 14414-14427. [10.1109/tnnls.2025.3527644] | 1-gen-2025 | Prono, LucianoBich, PhilippeBoretti, ChiaraPareschi, FabioSetti, Gianluca + | A_Multiply-And-Max_Min_Neuron_Paradigm_for_Aggressively_Prunable_Deep_Neural_Networks.pdf |
| On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons / Bich, Philippe; Enttsel, Andriy; Prono, Luciano; Marchioni, Alex; Pareschi, Fabio; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - STAMPA. - 47:9(2025), pp. 8297-8304. [10.1109/tpami.2025.3570545] | 1-gen-2025 | Bich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | On_the_Universal_Approximation_Properties_of_Deep_Neural_Networks_Using_MAM_Neurons (1).pdf |
| Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices / Marchioni, A.; Prono, L.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - STAMPA. - 10:14(2023), pp. 12798-12810. [10.1109/JIOT.2023.3256529] | 1-gen-2023 | Prono L.Pareschi F.Setti G. + | JIOT3256529.pdf; Streaming_Algorithms_for_Subspace_Analysis_Comparative_Review_and_Implementation_on_IoT_Devices.pdf |
| A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC / Paolino, C.; Prono, L.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G.. - In: INTEGRATION. - ISSN 0167-9260. - STAMPA. - 75:(2020), pp. 40-51. [10.1016/j.vlsi.2020.05.007] | 1-gen-2020 | Paolino C.Prono L.Pareschi F.Setti G. + | SAR_CS___PRIME_follow_up.pdf; 1-s2.0-S016792601930553X-main.pdf |
| Deep Neural Oracle with Support Identification in the Compressed Domain / Prono, L.; Mangia, M.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.. - In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS. - ISSN 2156-3357. - STAMPA. - 10:4(2020), pp. 458-468. [10.1109/JETCAS.2020.3039731] | 1-gen-2020 | Prono L.Pareschi F.Setti G. + | JETCAS3039731.pdf; Deep_Neural_Oracle_With_Support_Identification_in_the_Compressed_Domain.pdf |
| Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals / Mangia, M.; Prono, L.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.. - In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. - ISSN 1932-4545. - STAMPA. - 14:3(2020), pp. 545-557. [10.1109/TBCAS.2020.2982824] | 1-gen-2020 | Prono L.Pareschi F.Setti G. + | TBCAS2982824.pdf; 09044777.pdf |