PRONO, LUCIANO
PRONO, LUCIANO
Dipartimento di Elettronica e Telecomunicazioni
033318
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 |
---|---|---|---|
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. (Intervento presentato al convegno 56th IEEE International Symposium on Circuits and Systems, ISCAS 2023 tenutosi a Monterey, USA nel 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, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - ELETTRONICO. - (2023), pp. 629-633. (Intervento presentato al convegno 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS) tenutosi a Tempe, AZ, USA nel 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, Chiara; Bich, Philippe; Pareschi, Fabio; Prono, Luciano; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2023), pp. 4065-4070. (Intervento presentato al convegno IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) tenutosi a Vancouver (CA) nel 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, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2022), pp. 712-716. (Intervento presentato al convegno 2022 International Symposium on Circuits and Systems tenutosi a Austin, Texas nel 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. (Intervento presentato al convegno 2022 IEEE Biomedical Circuits and System Conference (BioCAS2022) tenutosi a Taipei, Taiwan nel 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. (Intervento presentato al convegno 2021 IEEE Biomedical Circuits and Systems Conference, BioCAS 2021 tenutosi a Berlin, Germany (virtual) nel 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. (Intervento presentato al convegno 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020 tenutosi a virtuale nel 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). (Intervento presentato al convegno 52nd IEEE International Symposium on Circuits and Systems, ISCAS 2020 tenutosi a Seville, Spain (Virtual) nel 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, Luciano; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.. - STAMPA. - 2019:(2019), pp. 77-80. (Intervento presentato al convegno 15th Conference on Ph.D. Research in Microelectronics and Electronics, PRIME 2019 tenutosi a Lausanne (Switzerland) nel July 15-18, 2019) [10.1109/PRIME.2019.8787830]. | 1-gen-2019 | PRONO, LUCIANOPareschi F.Setti G. + | 08787830.pdf; PRIME2019-Prono.pdf |