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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.
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
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.
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.
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.
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.
Methods and Applications for Low-power Deep Neural Networks on Edge Devices
2023 Prono, Luciano
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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.pdf; conv_sintesi_tesi.pdf |