Luciano Prono

25 papers C 5Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Luciano Prono, Philippe Bich, Chiara Boretti, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2025 — conf
A Neural Network-Based Controller for DC-DC Buck Converter for Improved Resilience.
PRIME
Lorenzo Nikiforos, Francesco Gabriele, Luciano Prono, Fabio Pareschi, Gianluca Setti
2025 C conf
A simple approach to ECG Motion Artifacts Reduction by MDWD Coefficients Removal.
ISCAS
Elisabetta Spinazzola, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2025 C conf
AI-Based Optimization of a DC-DC Buck Converter Control Network Across DCM and CCM Operating Region.
ISCAS
Lorenzo Nikiforos, Giuseppe Gabriele, Francesco Gabriele, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2025 J jnl
MESA: A Dynamical Attention-Based Pre-Processing Pipeline for High-Throughput Event-Based Computer Vision Tasks.
IEEE Trans. Circuits Syst. II Express Briefs
Philippe Bich, Luciano Prono, Chiara Boretti, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2025 J jnl
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons.
IEEE Trans. Pattern Anal. Mach. Intell.
Philippe Bich, Andriy Enttsel, Luciano Prono, Alex Marchioni, Fabio Pareschi, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
2025 J jnl
Vanishing Contributions: A Unified Approach to Smoothly Transition Neural Models into Compressed Form.
CoRR
Lorenzo Nikiforos, Charalampos Antoniadis, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2024 J jnl
Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator.
CoRR
Alejandro Linares-Barranco, Luciano Prono, Robert Legenstein, Giacomo Indiveri, Charlotte Frenkel
2024 — conf
Event-Based Eye Tracking. AIS 2024 Challenge Survey.
CVPR Workshops
Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai
2024 J jnl
Event-Based Eye Tracking. AIS 2024 Challenge Survey.
CoRR
Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai
2024 — conf
Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking.
BioCAS
Chiara Boretti, Philippe Bich, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2024 — conf
Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning.
AICAS
Philippe Bich, Chiara Boretti, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2023 C conf
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units.
ISCAS
Chiara Boretti, Luciano Prono, Charlotte Frenkel, Giacomo Indiveri, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
2023 — conf
Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation.
MWSCAS
Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2023 — conf
PEDRo: an Event-based Dataset for Person Detection in Robotics.
CVPR Workshops
Chiara Boretti, Philippe Bich, Fabio Pareschi, Luciano Prono, Riccardo Rovatti, Gianluca Setti
2023 J jnl
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices.
IEEE Internet Things J.
Alex Marchioni, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2022 C conf
A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification.
ISCAS
Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2022 — conf
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing.
BioCAS
Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2021 — conf
An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction.
BioCAS
Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2020 J jnl
A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC.
Integr.
Carmine Paolino, Luciano Prono, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
2020 J jnl
Deep Neural Oracle With Support Identification in the Compressed Domain.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2020 J jnl
Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals.
IEEE Trans. Biomed. Circuits Syst.
Mauro Mangia, Luciano Prono, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2020 C conf
Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle.
ISCAS
Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2020 — conf
Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles.
AICAS
Mauro Mangia, Alex Marchioni, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2019 — conf
A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA.
PRIME
Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti