PRONO, LUCIANO

PRONO, LUCIANO  

Dipartimento di Elettronica e Telecomunicazioni  

033318  

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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.pdfISCAS23-SpikingClassification.pdf
Methods and Applications for Low-power Deep Neural Networks on Edge Devices / Prono, Luciano. - (2023 Mar 01), pp. 1-124. 1-mar-2023 PRONO, LUCIANO conv_phd_thesis_reviewed.pdfconv_sintesi_tesi.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.pdfMultiply-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.pdfPEDRo_an_Event-based_Dataset_for_Person_Detection_in_Robotics.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.pdfStreaming_Algorithms_for_Subspace_Analysis_Comparative_Review_and_Implementation_on_IoT_Devices.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.pdfA_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.pdfAggressively_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.pdfBiocas2021-PCAonMCU.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.pdf1-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.pdfDeep_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.pdf09044777.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.pdf09073945.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.pdf09180502.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.pdfPRIME2019-Prono.pdf