Archivio Istituzionale della RicercaPRONO, LUCIANO
PRONO, LUCIANO
Dipartimento di Elettronica e Telecomunicazioni
033318
A Neural Network-Based Controller for DC-DC Buck Converter for Improved Resilience
2025 Nikiforos, Lorenzo; Gabriele, Francesco; Prono, Luciano; Pareschi, Fabio; Setti, Gianluca
A simple approach to ECG Motion Artifacts Reduction by MDWD Coefficients Removal
2025 Spinazzola, Elisabetta; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
AI-Based Optimization of a DC-DC Buck Converter Control Network Across DCM and CCM Operating Region
2025 Nikiforos, Lorenzo; Gabriele, Giuseppe; Gabriele, Francesco; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator
2024 Linares-Barranco, Alejandro; Prono, Luciano; Lengenstein, Robert; Indiveri, Giacomo; Frenkel, Charlotte
Event-Based Eye Tracking. AIS 2024 Challenge Survey
2024 Wang, Zuowen; Gao, Chang; Wu, Zongwei; Conde, Marcos V.; Timofte, Radu; Liu, Shih-Chii; Chen, Qinyu; Zha, Zheng-jun; Zhai, Wei; Han, Han; Liao, Bohao; Wu, Yuliang; Wan, Zengyu; Wang, Zhong; Cao, Yang; Tan, Ganchao; Chen, Jinze; Pei, Yan Ru; Brüers, Sasskia; Crouzet, Sébastien; Mclelland, Douglas; Coenen, Oliver; Zhang, Baoheng; Gao, Yizhao; Li, Jingyuan; So, Hayden Kwok-Hay; Bich, Philippe; Boretti, Chiara; Prono, Luciano; Lică, Mircea; Dinucu-Jianu, David; Grîu, Cătălin; Lin, Xiaopeng; Ren, Hongwei; Cheng, Bojun; Zhang, Xinan; Vial, Valentin; Yezzi, Anthony; Tsai, James
Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking
2024 Boretti, Chiara; Bich, Philippe; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning
2024 Bich, P.; Boretti, C.; Prono, L.; Pareschi, F.; Rovatti, R.; Setti, G.
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units
2023 Boretti, C.; Prono, L.; Frenkel, C.; Indiveri, G.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G.
Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation
2023 Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
PEDRo: an Event-based Dataset for Person Detection in Robotics
2023 Boretti, Chiara; Bich, Philippe; Pareschi, Fabio; Prono, Luciano; Rovatti, Riccardo; Setti, Gianluca
A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification
2022 Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing
2022 Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction
2021 Prono, L.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles
2020 Mangia, M.; Marchioni, A.; Prono, L.; Pareschi, F.; Rovatti, R.; Setti, G.
Low-power fixed-point compressed sensing decoder with support oracle
2020 Prono, L.; Mangia, M.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.
A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA
2019 Prono, Luciano; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Neural Network-Based Controller for DC-DC Buck Converter for Improved Resilience / Nikiforos, L., Gabriele, F., Prono, L., Pareschi, F., Setti, G.. - STAMPA. - (2025), pp. 1-4. (20th International Conference on PhD Research in Microelectronics and Electronics, PRIME 2025 Taormina (Ita) 21-24 September 2025) [10.1109/prime66228.2025.11203368]. | 1-gen-2025 | Nikiforos, LorenzoGabriele, FrancescoProno, LucianoPareschi, FabioSetti, Gianluca | PRIME2025-sericsfair.pdf; A_Neural_Network-Based_Controller_for_DC-DC_Buck_Converter_for_Improved_Resilience.pdf |
| A simple approach to ECG Motion Artifacts Reduction by MDWD Coefficients Removal / Spinazzola, Elisabetta; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2025), pp. 1-5. ( 2025 IEEE International Symposium on Circuits and Systems (ISCAS) London (UK) 25-28 May 2025) [10.1109/iscas56072.2025.11043932]. | 1-gen-2025 | Spinazzola, ElisabettaProno, LucianoPareschi, FabioSetti, Gianluca + | A_simple_approach_to_ECG_Motion_Artifacts_Reduction_by_MDWD_Coefficients_Removal.pdf; ISCAS2025-wavelet.pdf |
| AI-Based Optimization of a DC-DC Buck Converter Control Network Across DCM and CCM Operating Region / Nikiforos, Lorenzo; Gabriele, Giuseppe; Gabriele, Francesco; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2025), pp. 1-5. ( 2025 IEEE International Symposium on Circuits and Systems (ISCAS) London (UK) 25-28 May 2025) [10.1109/iscas56072.2025.11043707]. | 1-gen-2025 | Nikiforos, LorenzoGabriele, FrancescoProno, LucianoPareschi, FabioSetti, Gianluca + | ISCAS2025-foros.pdf; AI-Based_Optimization_of_a_DC-DC_Buck_Converter_Control_Network_Across_DCM_and_CCM_Operating_Region.pdf |
| Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator / Linares-Barranco, A., Prono, L., Lengenstein, R., Indiveri, G., Frenkel, C.. - ELETTRONICO. - (2024). (2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS) Nancy (Fra) 18-20 November 2024) [10.1109/icecs61496.2024.10849226]. | 1-gen-2024 | Prono, Luciano + | icecs24_overlay.pdf; icecs24_ieeexplore_version.pdf |
| Event-Based Eye Tracking. AIS 2024 Challenge Survey / Wang, Z., Gao, C., Wu, Z., Conde, M.V., Timofte, R., Liu, S., Chen, Q., Zha, Z., Zhai, W., Han, H., Liao, B., Wu, Y., Wan, Z., Wang, Z., Cao, Y., Tan, G., Chen, J., Pei, Y.R., Brüers, S., Crouzet, S., et al.. - ELETTRONICO. - 30:(2024), pp. 5810-5825. (IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Seattle, WA (USA) 17-18 June 2024) [10.1109/cvprw63382.2024.00590]. | 1-gen-2024 | Bich, PhilippeBoretti, ChiaraProno, Luciano + | AIS_2024_Event_based_Eye_Tracking_Challenge_Final_Report.pdf; Prono-Event.pdf |
| Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking / Boretti, Chiara; Bich, Philippe; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - ELETTRONICO. - (2024). ( 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) Xian (Chi) 24-26 October 2024) [10.1109/biocas61083.2024.10798345]. | 1-gen-2024 | Boretti, ChiaraBich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | ieeexplore_version.pdf; preprint.pdf |
| Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning / Bich, P., Boretti, C., Prono, L., Pareschi, F., Rovatti, R., Setti, G.. - STAMPA. - (2024), pp. 337-341. (2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) Abu Dhabi (United Arab Emirates) April 22-25, 2024) [10.1109/AICAS59952.2024.10595859]. | 1-gen-2024 | Bich P.Boretti C.Prono L.Pareschi F.Setti G. + | Optimizing_Vision_Transformers_Leveraging_Max_and_Min_Operations_for_Efficient_Pruning.pdf; aicas2024.pdf |
| Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units / Boretti, C., Prono, L., Frenkel, C., Indiveri, G., Pareschi, F., Mangia, M., Rovatti, R., Setti, G.. - ELETTRONICO. - 2023:(2023), pp. 1-5. (56th IEEE International Symposium on Circuits and Systems, ISCAS 2023 Monterey, USA May 21-25, 2023) [10.1109/ISCAS46773.2023.10181998]. | 1-gen-2023 | Boretti C.Prono L.Pareschi F.Setti G. + | Event-based_Classification_with_Recurrent_Spiking_Neural_Networks_on_Low-end_Micro-Controller_Units.pdf; ISCAS23-SpikingClassification.pdf |
| Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation / Bich, P., Prono, L., Mangia, M., Pareschi, F., Rovatti, R., Setti, G.. - ELETTRONICO. - (2023), pp. 629-633. (2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS) Tempe, AZ, USA August 6-9, 2023) [10.1109/MWSCAS57524.2023.10405867]. | 1-gen-2023 | Bich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | MWSCAS2023-Pruning.pdf; Multiply-And-Max_min_Neurons_at_the_Edge_Pruned_Autoencoder_Implementation.pdf |
| PEDRo: an Event-based Dataset for Person Detection in Robotics / Boretti, C., Bich, P., Pareschi, F., Prono, L., Rovatti, R., Setti, G.. - STAMPA. - (2023), pp. 4065-4070. (IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Vancouver (CA) 17-24 giugno 2023) [10.1109/CVPRW59228.2023.00426]. | 1-gen-2023 | Boretti, ChiaraBich, PhilippePareschi, FabioProno, LucianoSetti, Gianluca + | CVPRW2023-Pedro.pdf; PEDRo_an_Event-based_Dataset_for_Person_Detection_in_Robotics.pdf |
| A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification / Prono, L., Mangia, M., Pareschi, F., Rovatti, R., Setti, G.. - STAMPA. - (2022), pp. 712-716. (2022 International Symposium on Circuits and Systems Austin, Texas May 28 - June 1, 2022) [10.1109/ISCAS48785.2022.9937576]. | 1-gen-2022 | Prono, LucianoPareschi, FabioSetti, Gianluca + | iscas2022-samnmax.pdf; A_Non-conventional_Sum-and-Max_based_Neural_Network_layer_for_Low_Power_Classification.pdf |
| Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing / Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2022), pp. 163-167. ( 2022 IEEE Biomedical Circuits and System Conference (BioCAS2022) Taipei, Taiwan October 13-15, 2022) [10.1109/BioCAS54905.2022.9948676]. | 1-gen-2022 | Bich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | biocas2022-MAMbasedCS.pdf; Aggressively_prunable_MAM-based_Deep_Neural_Oracle_for_ECG_acquisition_by_Compressed_Sensing.pdf |
| An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction / Prono, L., Marchioni, A., Mangia, M., Pareschi, F., Rovatti, R., Setti, G.. - STAMPA. - (2021), pp. 01-05. (2021 IEEE Biomedical Circuits and Systems Conference, BioCAS 2021 Berlin, Germany (virtual) Oct. 6-9, 2021) [10.1109/BioCAS49922.2021.9645035]. | 1-gen-2021 | Prono L.Pareschi F.Setti G. + | An_MCU_Implementation_of_PCA_PSA_Streaming_Algorithms_for_EEG_Features_Extraction.pdf; Biocas2021-PCAonMCU.pdf |
| Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles / Mangia, M., Marchioni, A., Prono, L., Pareschi, F., Rovatti, R., Setti, G.. - STAMPA. - (2020), pp. 158-162. (2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020 virtuale AUGUST 31ST - SEPTEMBER 4TH 2020) [10.1109/AICAS48895.2020.9073945]. | 1-gen-2020 | Prono L.Pareschi F.Setti G. + | AICAS2020.pdf; 09073945.pdf |
| Low-power fixed-point compressed sensing decoder with support oracle / Prono, L.; Mangia, M.; Marchioni, A.; Pareschi, F.; Rovatti, R.; Setti, G.. - STAMPA. - 2020:(2020). ( 52nd IEEE International Symposium on Circuits and Systems, ISCAS 2020 Seville, Spain (Virtual) 2020) [10.1109/ISCAS45731.2020.9180502]. | 1-gen-2020 | Prono L.Pareschi F.Setti G. + | ISCAS2020-NNOracle.pdf; 09180502.pdf |
| A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA / Prono, L., Marchioni, A., Mangia, M., Pareschi, F., Rovatti, R., Setti, G.. - STAMPA. - 2019:(2019), pp. 77-80. (15th Conference on Ph.D. Research in Microelectronics and Electronics, PRIME 2019 Lausanne (Switzerland) July 15-18, 2019) [10.1109/PRIME.2019.8787830]. | 1-gen-2019 | PRONO, LUCIANOPareschi F.Setti G. + | 08787830.pdf; PRIME2019-Prono.pdf |