Archivio Istituzionale della RicercaMARTINA, MAURIZIO
MARTINA, MAURIZIO
Dipartimento di Elettronica e Telecomunicazioni
004096
LOKI Low-Latency Open-Source Kyber-Accelerator IPs
2024 Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido
TEMET: Truncated REconfigurable Multiplier with Error Tuning
2024 Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio
A Side channel attack methodology applied to Code-Based Post Quantum Cryptography
2023 Koleci, Kristjane; Cecchetti, Lorenzo; Ruo Roch, Massimo; Martina, Maurizio; Masera, Guido
ERODE: Error Resilient Object DetEction by Recovering Bounding Box and Class Information
2023 Valpreda, Emanuele; Palumbo, Giuseppe; Caon, Michele; Masera, Guido; Martina, Maurizio
Hardware architecture for CRYSTALS-Kyber post-quantum cryptographic SHA-3 primitives
2023 Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido
Implementation and integration of Keccak accelerator on RISC-V for CRYSTALS-Kyber
2023 Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks
2023 Marchisio, Alberto; De Marco, Antonio; Colucci, Alessio; Martina, Maurizio; Shafique, Muhammad
SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers
2023 Marchisio, Alberto; Dura, Davide; Capra, Maurizio; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
A Low Cost Compact Output Amplifier for Multichannel Muscle Stimulation
2022 RUO ROCH, Massimo; Martina, Maurizio
AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms
2022 Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Hufer, Julian; Singh, Anmol; Nagaraja, Naveen-Shankar; Voegel, Hans-Joerg; Vu Doan, Nguyen Anh; Martina, Maurizio; Becker, Juergen; Stechele, Walter
CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks
2022 Hanif, Muhammad Abdullah; Sarda, Giuseppe Maria; Marchisio, Alberto; Masera, Guido; Martina, Maurizio; Shafique, Muhammad
Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations
2022 Marchisio, Alberto; Bussolino, Beatrice; Salvati, Edoardo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
End-to-End Results for Almost-Real-Time Earth Observation from the EO-ALERT Project
2022 Kerr, Murray; Tonetti, Stefania; Cornara, Stefania; Bravo Pérez-Villar, Juan-Ignacio; Hinz, Robert; Latorre, Antonio; Membibre, Francisco; Morón, Alvaro; Wiehle, Stefan; Breit, Helko; Günzel, Dominik; Mandapati, Srikantha; Tings, Björn; Balss, Ulrich; Koudelka, Otto; Teschl, Franz; Magli, Enrico; Bianchi, Tiziano; Migliorati, Andrea; Motto Ros, Paolo; Caon, Michele; Martina, Maurizio; Freddi, Riccardo; Curci, Guido; Marcos, Cecilia
fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems
2022 Marchisio, A; Caramia, G; Martina, M; Shafique, M
LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor
2022 Viale, Alberto; Marchisio, Alberto; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs
2022 Fasfous, Nael; Frickenstein, Lukas; Neumeier, Michael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Martina, Maurizio; Stechele, Walter
NLCMAP: A Framework for the Efficient Mapping of Non-Linear Convolutional Neural Networks on FPGA Accelerators
2022 Aiello, Giuseppe; Bussolino, Beatrice; Valpreda, Emanuele; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio; Marsi, Stefano
On the impact of the stem electrical impedance in neural network algorithms for plant monitoring applications
2022 Barezzi, M; Cum, F; Garlando, U; Martina, M; Demarchi, D
A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things
2021 Capra, Maurizio; Conti, Francesco; Martina, Maurizio
A Novel Satellite Architecture for the Next Generation of Earth Observation Satellites Supporting Rapid Alerts
2021 Kerr, M.; Tonetti, S.; Cornara, S.; Bravo, J. I.; Hinz, R.; Latorre, A.; Membibre, F.; Ramos, A.; Solimini, C.; Wiehle, S.; Breit, H.; Günzel, D.; Mandapati, S.; Tings, B.; Balss, U.; Koudelka, O.; Teschl, F.; Magli, E.; Bianchi, T.; Migliorati, A.; Motto Ros, P.; Caon, M.; Martina, M.; Freddi, R.; Milani, F.; Curci, G.; Fraile, S.; Marcos, C.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| LOKI Low-Latency Open-Source Kyber-Accelerator IPs / Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - 1110:(2024), pp. 29-35. (Intervento presentato al convegno ApplePies 2023 : International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Genova, Italy nel September 28-29, 2023) [10.1007/978-3-031-48121-5_4]. | 1-gen-2024 | Dolmeta, AlessandraMirigaldi, MattiaMartina, MaurizioMasera, Guido | Applepies_2023_preprint.pdf; Masera-LOKI.pdf |
| TEMET: Truncated REconfigurable Multiplier with Error Tuning / Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio. - ELETTRONICO. - 1110:(2024), pp. 370-377. (Intervento presentato al convegno International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Genova, Italy nel 28-29 September 2023) [10.1007/978-3-031-48121-5_53]. | 1-gen-2024 | Guella, FlaviaValpreda, EmanueleCaon, MicheleMasera, GuidoMartina, Maurizio | temet_final.pdf; Applepies_2023.pdf |
| A Side channel attack methodology applied to Code-Based Post Quantum Cryptography / Koleci, Kristjane; Cecchetti, Lorenzo; Ruo Roch, Massimo; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - 1036:(2023), pp. 90-96. (Intervento presentato al convegno International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Genova, Italy nel 26-27 September, 2022) [10.1007/978-3-031-30333-3_12]. | 1-gen-2023 | Koleci, KristjaneRuo Roch, MassimoMartina, MaurizioMasera, Guido + | Apple_Pies___article__camera_ready_.pdf; Koleci-ASideChannel.pdf |
| ERODE: Error Resilient Object DetEction by Recovering Bounding Box and Class Information / Valpreda, Emanuele; Palumbo, Giuseppe; Caon, Michele; Masera, Guido; Martina, Maurizio. - ELETTRONICO. - (2023), pp. 277-280. (Intervento presentato al convegno 18th International Conference on PhD Research in Microelectronics and Electronics tenutosi a Valencia (Spain) nel 18-21 June 2023) [10.1109/PRIME58259.2023.10161894]. | 1-gen-2023 | Valpreda, EmanueleCaon, MicheleMasera, GuidoMartina, Maurizio + | erode_prime2023_final_private.pdf; Valpreda-Erode.pdf |
| Hardware architecture for CRYSTALS-Kyber post-quantum cryptographic SHA-3 primitives / Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - (2023), pp. 209-212. (Intervento presentato al convegno 2023 18th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) tenutosi a Valencia, Spain nel 18-21 June 2023) [10.1109/PRIME58259.2023.10161780]. | 1-gen-2023 | Dolmeta, AlessandraMartina, MaurizioMasera, Guido | Hardware_architecture_for_CRYSTALS-Kyber_post-quantum_cryptographic_SHA-3_primitives.pdf; PRIME_conference.pdf |
| Implementation and integration of Keccak accelerator on RISC-V for CRYSTALS-Kyber / Dolmeta, Alessandra; Mirigaldi, Mattia; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - (2023), pp. 381-382. (Intervento presentato al convegno Proceedings of the 20th ACM International Conference on Computing Frontiers tenutosi a Bologna, Italy nel 9-11 maggio 2023) [10.1145/3587135.3591432]. | 1-gen-2023 | Alessandra DolmetaMattia MirigaldiMaurizio MartinaGuido Masera | CF23_OSHW.pdf; Masera-Implementation.pdf |
| RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks / Marchisio, Alberto; De Marco, Antonio; Colucci, Alessio; Martina, Maurizio; Shafique, Muhammad. - ELETTRONICO. - (2023), pp. 1-9. (Intervento presentato al convegno International Joint Conference on Neural Networks (IJCNN) tenutosi a Gold Coast (Australia) nel 18-23 Giugno 2023) [10.1109/ijcnn54540.2023.10190994]. | 1-gen-2023 | Martina, Maurizio + | RobCaps_Evaluating_the_Robustness_of_Capsule_Networks_against_Affine_Transformations_and_Adversarial_Attacks.pdf; 2304.03973.pdf |
| SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers / Marchisio, Alberto; Dura, Davide; Capra, Maurizio; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - (2023), pp. 1-9. (Intervento presentato al convegno nternational Joint Conference on Neural Networks (IJCNN) tenutosi a Gold Coast (Australia) nel 18-23 June 2023) [10.1109/ijcnn54540.2023.10191521]. | 1-gen-2023 | Martina, MaurizioMasera, Guido + | SwiftTron_An_Efficient_Hardware_Accelerator_for_Quantized_Transformers.pdf; 2304.03986.pdf |
| A Low Cost Compact Output Amplifier for Multichannel Muscle Stimulation / RUO ROCH, Massimo; Martina, Maurizio. - ELETTRONICO. - 866 LNEE:(2022), pp. 293-299. (Intervento presentato al convegno International Conference on Applications in Electronics Pervading Industry, Environment and Society tenutosi a Pisa, Italy nel 21-22 settembre 2021) [10.1007/978-3-030-95498-7_41]. | 1-gen-2022 | Massimo Ruo RochMaurizio Martina | ApplePies2021_paper_42.pdf; RuoRoch-LowCostCompact.pdf |
| AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms / Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Hufer, Julian; Singh, Anmol; Nagaraja, Naveen-Shankar; Voegel, Hans-Joerg; Vu Doan, Nguyen Anh; Martina, Maurizio; Becker, Juergen; Stechele, Walter. - ELETTRONICO. - (2022), pp. 238-243. (Intervento presentato al convegno 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Antwerp, Belgium nel 14-23 March 2022) [10.23919/DATE54114.2022.9774574]. | 1-gen-2022 | Valpreda, EmanueleMartina, Maurizio + | 2022_DATE___AnaCoNGA_Accepted_.pdf; AnaCoNGA_Analytical_HW-CNN_Co-Design_Using_Nested_Genetic_Algorithms.pdf |
| CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks / Hanif, Muhammad Abdullah; Sarda, Giuseppe Maria; Marchisio, Alberto; Masera, Guido; Martina, Maurizio; Shafique, Muhammad. - ELETTRONICO. - 1:(2022), pp. 1-8. (Intervento presentato al convegno International Joint Conference on Neural Networks tenutosi a Padova, Italia nel 18-23 luglio 2022) [10.1109/IJCNN55064.2022.9892902]. | 1-gen-2022 | Masera, GuidoMartina, Maurizio + | 2208.00331.pdf; CoNLoCNN_Exploiting_Correlation_and_Non-Uniform_Quantization_for_Energy-Efficient_Low-precision_Deep_Convolutional_Neural_Networks.pdf |
| Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations / Marchisio, Alberto; Bussolino, Beatrice; Salvati, Edoardo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - (2022). (Intervento presentato al convegno ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design tenutosi a Boston (USA) nel 1-2 August 2022) [10.1145/3531437.3539717]. | 1-gen-2022 | Bussolino, BeatriceMartina, MaurizioMasera, Guido + | ispled2022_editoriale.pdf |
| End-to-End Results for Almost-Real-Time Earth Observation from the EO-ALERT Project / Kerr, Murray; Tonetti, Stefania; Cornara, Stefania; Bravo Pérez-Villar, Juan-Ignacio; Hinz, Robert; Latorre, Antonio; Membibre, Francisco; Morón, Alvaro; Wiehle, Stefan; Breit, Helko; Günzel, Dominik; Mandapati, Srikantha; Tings, Björn; Balss, Ulrich; Koudelka, Otto; Teschl, Franz; Magli, Enrico; Bianchi, Tiziano; Migliorati, Andrea; Motto Ros, Paolo; Caon, Michele; Martina, Maurizio; Freddi, Riccardo; Curci, Guido; Marcos, Cecilia. - ELETTRONICO. - (2022). (Intervento presentato al convegno Living Planet Symposium 2022 tenutosi a Bonn, Germany nel 23-27 May 2022). | 1-gen-2022 | Magli, EnricoBianchi, TizianoMigliorati, AndreaMotto Ros, PaoloCaon, MicheleMaurizio, Martina + | 02_KERR.pdf; eoalert-lps2022-abs-10.pdf |
| fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems / Marchisio, A; Caramia, G; Martina, M; Shafique, M. - ELETTRONICO. - 1:(2022), pp. 1-9. (Intervento presentato al convegno International Joint Conference on Neural Networks (IJCNN) tenutosi a Padua, Italy nel 18-23 July 2022) [10.1109/IJCNN55064.2022.9892612]. | 1-gen-2022 | Martina, M + | fakeWeather_Adversarial_Attacks_for_Deep_Neural_Networks_Emulating_Weather_Conditions_on_the_Camera_Lens_of_Autonomous_Systems.pdf; 2205.13807.pdf |
| LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor / Viale, Alberto; Marchisio, Alberto; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - (2022), pp. 79-86. (Intervento presentato al convegno IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) tenutosi a Kyoto (Japan) nel 23-27 ottobre 2022) [10.1109/iros47612.2022.9981034]. | 1-gen-2022 | Martina, MaurizioMasera, Guido + | LaneSNNs_Spiking_Neural_Networks_for_Lane_Detection_on_the_Loihi_Neuromorphic_Processor.pdf; 2208.02253.pdf |
| Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs / Fasfous, Nael; Frickenstein, Lukas; Neumeier, Michael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Martina, Maurizio; Stechele, Walter. - ELETTRONICO. - (2022), pp. 706-711. (Intervento presentato al convegno 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Antwerp, Belgium nel 14-23 March 2022) [10.23919/DATE54114.2022.9774686]. | 1-gen-2022 | Valpreda, EmanueleMartina, Maurizio + | 2022_DATE___MindScalingFactors_Accepted_.pdf; Mind_the_Scaling_Factors_Resilience_Analysis_of_Quantized_Adversarially_Robust_CNNs.pdf |
| NLCMAP: A Framework for the Efficient Mapping of Non-Linear Convolutional Neural Networks on FPGA Accelerators / Aiello, Giuseppe; Bussolino, Beatrice; Valpreda, Emanuele; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio; Marsi, Stefano. - ELETTRONICO. - (2022). (Intervento presentato al convegno International Conference on Image Processing tenutosi a Bordeaux, France nel 16-19 October 2022) [10.1109/ICIP46576.2022.9897288]. | 1-gen-2022 | Bussolino, BeatriceValpreda, EmanueleRuo Roch, MassimoMasera, GuidoMartina, Maurizio + | ICIP_2021____Aiello.pdf; Bussolini-NLCMAP.pdf |
| On the impact of the stem electrical impedance in neural network algorithms for plant monitoring applications / Barezzi, M; Cum, F; Garlando, U; Martina, M; Demarchi, D. - ELETTRONICO. - (2022), pp. 131-135. (Intervento presentato al convegno 2022 IEEE Workshop on Metrology for Agriculture and Forestry (MetroAgriFor) tenutosi a Perugia, Italy nel 03-05 November 2022) [10.1109/METROAGRIFOR55389.2022.9965011]. | 1-gen-2022 | Barezzi, MCum, FGarlando, UMartina, MDemarchi, D | On_the_impact_of_the_stem_electrical_impedance_in_neural_network_algorithms_for_plant_monitoring_applications.pdf; Conference_Paper_MetroAgriFor2022__Final_Paper_.pdf |
| A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things / Capra, Maurizio; Conti, Francesco; Martina, Maurizio. - ELETTRONICO. - (2021), pp. 192-197. (Intervento presentato al convegno 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) tenutosi a Lansing, Michigan (USA) nel 9-11/08/2021) [10.1109/MWSCAS47672.2021.9531722]. | 1-gen-2021 | Maurizio CapraMaurizio Martina + | A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things.pdf; Capra-Amulti.pdf |
| A Novel Satellite Architecture for the Next Generation of Earth Observation Satellites Supporting Rapid Alerts / Kerr, M.; Tonetti, S.; Cornara, S.; Bravo, J. I.; Hinz, R.; Latorre, A.; Membibre, F.; Ramos, A.; Solimini, C.; Wiehle, S.; Breit, H.; Günzel, D.; Mandapati, S.; Tings, B.; Balss, U.; Koudelka, O.; Teschl, F.; Magli, E.; Bianchi, T.; Migliorati, A.; Motto Ros, P.; Caon, M.; Martina, M.; Freddi, R.; Milani, F.; Curci, G.; Fraile, S.; Marcos, C.. - ELETTRONICO. - (2021), pp. 1-7. (Intervento presentato al convegno Small Satellite Conference 2021 tenutosi a Virtual event nel August 7-12, 2021). | 1-gen-2021 | E. MagliT. BianchiA. MiglioratiP. Motto RosM. CaonM. Martina + | SSC21_EOALERT_v10.pdf |