Archivio Istituzionale della RicercaMASERA, Guido
MASERA, Guido
Dipartimento di Elettronica e Telecomunicazioni
001918
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
SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers
2023 Marchisio, Alberto; Dura, Davide; Capra, Maurizio; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
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
LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor
2022 Viale, Alberto; Marchisio, Alberto; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
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
Regenerative approaches for V/UHTS feeder links: system analysis and on-board complexity reduction
2022 Delamotte, T.; Taricco, G.; Alagha, N.; Mollaymeri, E.; Masera, G.; Garello, R.; Knopp, A.
CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor
2021 Viale, Alberto; Marchisio, Alberto; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks
2021 Marchisio, Alberto; Pira, Giacomo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors
2021 Marchisio, Alberto; Pira, Giacomo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-Progress
2020 Colucci, Alessio; Marchisio, Alberto; Bussolino, Beatrice; Mrazek, Voitech; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
A Hardware Implementation for Code-based Post-quantum Asymmetric Cryptography
2020 Koleci, Kristjane; Baldi, Marco; Martina, Maurizio; Masera, Guido
FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule Networks
2020 Marchisio, Alberto; Bussolino, Beatrice; Colucci, Alessio; Hanif, Muhammad Abdullah; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks
2020 Marchisio, Alberto; Bussolino, Beatrice; Colucci, Alessio; Martina, Maurizio; Masera, Guido; Shafique, Muhammad
VLSI Architectures for the Steerable-Discrete-Cosine-Transform (SDCT)
2020 Sole, Luigi; Peloso, Riccardo; Capra, Maurizio; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Regenerative approaches for V/UHTS feeder links: system analysis and on-board complexity reduction / Delamotte, T.; Taricco, G.; Alagha, N.; Mollaymeri, E.; Masera, G.; Garello, R.; Knopp, A.. - ELETTRONICO. - 2022:(2022), pp. 192-199. (Intervento presentato al convegno 39th International Communications Satellite Systems Conference (ICSSC 2022) tenutosi a Stresa, Italy nel 18-21 October 2022) [10.1049/icp.2023.1385]. | 1-gen-2022 | Taricco G.Masera G.Garello R. + | ICSSC2022_Abstract.pdf; ICSSC2022_Paper.pdf; Taricco-Regenerative.pdf |
| CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor / Viale, Alberto; Marchisio, Alberto; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - (2021), pp. 1-10. (Intervento presentato al convegno 2021 International Joint Conference on Neural Networks (IJCNN) tenutosi a Shenzhen, China nel 18-22 luglio 2021) [10.1109/IJCNN52387.2021.9533738]. | 1-gen-2021 | Martina, MaurizioMasera, Guido + | CarSNN_An_Efficient_Spiking_Neural_Network_for_Event-Based_Autonomous_Cars_on_the_Loihi_Neuromorphic_Research_Processor.pdf; 2107.00401.pdf |
| DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks / Marchisio, Alberto; Pira, Giacomo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - (2021), pp. 1-9. (Intervento presentato al convegno International Joint Conference on Neural Networks (IJCNN) tenutosi a Shenzhen, China nel 18-22 luglio 2021) [10.1109/IJCNN52387.2021.9534364]. | 1-gen-2021 | Martina, MaurizioMasera, Guido + | DVS-Attacks_Adversarial_Attacks_on_Dynamic_Vision_Sensors_for_Spiking_Neural_Networks.pdf; 2107.00415.pdf |
| R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors / Marchisio, Alberto; Pira, Giacomo; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - 1:(2021), pp. 6315-6321. (Intervento presentato al convegno IEEE International Workshop on Intelligent Robots and Systems (IROS) tenutosi a Prague, Czech Republic nel 27 sep. - 1 oct. 2021) [10.1109/IROS51168.2021.9636718]. | 1-gen-2021 | Martina, MaurizioMasera, Guido + | 2109.00533.pdf; R-SNN_An_Analysis_and_Design_Methodology_for_Robustifying_Spiking_Neural_Networks_against_Adversarial_Attacks_through_Noise_Filters_for_Dynamic_Vision_Sensors.pdf |
| A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-Progress / Colucci, Alessio; Marchisio, Alberto; Bussolino, Beatrice; Mrazek, Voitech; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - 1:(2020), pp. 34-36. (Intervento presentato al convegno International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) tenutosi a Singapore nel 20-25 September 2020) [10.1109/CODESISSS51650.2020.9244038]. | 1-gen-2020 | Bussolino, BeatriceMartina, MaurizioMasera, Guido + | post_print_autore.pdf; post_print_editoriale.pdf |
| A Hardware Implementation for Code-based Post-quantum Asymmetric Cryptography / Koleci, Kristjane; Baldi, Marco; Martina, Maurizio; Masera, Guido. - ELETTRONICO. - Vol-2597:(2020), pp. 141-153. (Intervento presentato al convegno ITASEC20 - Italian Conference on Cybersecurity tenutosi a Ancona (IT) nel February 4th-7th, 2020). | 1-gen-2020 | Koleci, KristjaneMartina, MaurizioMasera, Guido + | paper-13.pdf |
| FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule Networks / Marchisio, Alberto; Bussolino, Beatrice; Colucci, Alessio; Hanif, Muhammad Abdullah; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - 1:(2020), pp. 1-8. (Intervento presentato al convegno 2020 International Joint Conference on Neural Networks (IJCNN) tenutosi a Glasgow (UK) nel 19-24 July 2020) [10.1109/IJCNN48605.2020.9207533]. | 1-gen-2020 | Bussolino, BeatriceMartina, MaurizioMasera, Guido + | 09207533.pdf; FasTrCaps.pdf |
| Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks / Marchisio, Alberto; Bussolino, Beatrice; Colucci, Alessio; Martina, Maurizio; Masera, Guido; Shafique, Muhammad. - ELETTRONICO. - 1:(2020), pp. 1-6. (Intervento presentato al convegno 2020 57th ACM/IEEE Design Automation Conference (DAC) tenutosi a San Francisco, CA, USA, USA nel 20-24 July 2020) [10.1109/DAC18072.2020.9218746]. | 1-gen-2020 | Bussolino, BeatriceMartina, MaurizioMasera, Guido + | 095_3.pdf; Q-CapsNets.pdf |
| VLSI Architectures for the Steerable-Discrete-Cosine-Transform (SDCT) / Sole, Luigi; Peloso, Riccardo; Capra, Maurizio; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio. - ELETTRONICO. - 627:(2020), pp. 137-143. (Intervento presentato al convegno ApplePies Applications in Electronics Pervading Industry, Environment and Society tenutosi a Pisa nel September 11-13, 2019) [10.1007/978-3-030-37277-4_16]. | 1-gen-2020 | Peloso, RiccardoCapra, MaurizioRuo Roch, MassimoMasera, GuidoMartina, Maurizio + | main.pdf; Sole2020_Chapter_VLSIArchitecturesForTheSteerab.pdf |