Archivio Istituzionale della RicercaMARTINA, MAURIZIO
MARTINA, MAURIZIO
Dipartimento di Elettronica e Telecomunicazioni
004096
MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge
2024 Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio
A Flexible NTT-based multiplier for Post-Quantum Cryptography
2023 Koleci, Kristjane; Mazzetti, Paolo; Martina, Maurizio; Masera, Guido
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
2023 Nikfam, Farzad; Casaburi, Raffaele; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad
A Survey of Automotive Radar and Lidar Signal Processing and Architectures
2023 Giuffrida, Luigi; Masera, Guido; Martina, Maurizio
Architectural Comparison Model for Area-Efficient PMAP Turbo-Decoders
2023 Favero, Simone; Martina, Maurizio; Masera, Guido
Comparative Study of Keccak SHA-3 Implementations
2023 Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido
SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks
2023 Marchisio, A; Nanfa, G; Khalid, F; Hanif, Ma; Martina, M; Shafique, M
AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy Gradient
2022 Nikfam, Farzad; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad
Hand Gestures Recognition for Human-Machine Interfaces: A Low-Power Bio-Inspired Armband
2022 Mongardi, Andrea; Rossi, Fabio; Prestia, Andrea; MOTTO ROS, Paolo; RUO ROCH, Massimo; Martina, Maurizio; Demarchi, Danilo
HW-Flow-Fusion: Inter-Layer Scheduling for Convolutional Neural Network Accelerators with Dataflow Architectures
2022 Valpreda, Emanuele; Mori, Pierpaolo; Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Frickenstein, Lukas; Stechele, Walter; Passerone, Claudio; Masera, Guido; Martina, Maurizio
HW-Flow: A Multi-Abstraction Level HW-CNN Codesign Pruning Methodology
2022 Rohit Vemparala, Manoj; Fasfous, Nael; Frickenstein, Alexander; Valpreda, Emanuele; Camalleri, Manfredi; Zhao, Qi; Unger, Christian; Shankar Nagaraja, Naveen; Martina, Maurizio; Stechele, Walter
Motion Analysis for Experimental Evaluation of an Event-Driven FES System
2022 Prestia, Andrea; Rossi, Fabio; Mongardi, Andrea; Motto Ros, Paolo; Ruo Roch, Massimo; Martina, Maurizio; Demarchi, Danilo
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks
2022 Marchisio, Alberto; Mrazek, Vojtech; Massa, Andrea; Bussolino, Beatrice; Martina, Maurizio; Shafique, Muhammad
VirtLAB: A Low-Cost Platform for Electronics Lab Experiments
2022 Ruo Roch, Massimo; Martina, Maurizio
Efficient hardware implementation of the LEDAcrypt Decoder
2021 Koleci, Kristjane; Santini, Paolo; Baldi, Marco; Chiaraluce, Franco; Martina, Maurizio; Masera, Guido
HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology
2021 Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Doan, Nguyen Anh Vu; Unger, Christian; Nagaraja, Naveen Shankar; Martina, Maurizio; Stechele, Walter
Real-time implementation of fast discriminative scale space tracking algorithm
2021 Walid, Walid; Awais, Muhammad; Ahmed, Ashfaq; Masera, Guido; Martina, Maurizio
Smart portable pen for continuous monitoring of anaesthetics in human serum with machine learning
2021 Aiassa, Simone; MOTTO ROS, Paolo; Ivan Ny Hanitra, Mandresy; Tunzi, Davide; Martina, Maurizio; Carrara, Sandro; Demarchi, Danilo
Tutorial: A Versatile Bio-Inspired System for Processing and Transmission of Muscular Information
2021 Rossi, Fabio; Mongardi, Andrea; Ros, Paolo Motto; Roch, Massimo Ruo; Martina, Maurizio; Demarchi, Danilo
VLSI architectures of a wiener filter for video coding
2021 Walid, Walid; Armanno, Giorgio; Di Paola, Sandro; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge / Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - ELETTRONICO. - (2024). [10.1109/tcsi.2024.3365952] | 1-gen-2024 | Guella, FlaviaValpreda, EmanueleCaon, MicheleMasera, GuidoMartina, Maurizio | TCSI3365952.pdf; Guella-Marlin.pdf |
| A Flexible NTT-based multiplier for Post-Quantum Cryptography / Koleci, Kristjane; Mazzetti, Paolo; Martina, Maurizio; Masera, Guido. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 11:(2023), pp. 3338-3351. [10.1109/ACCESS.2023.3234816] | 1-gen-2023 | Kristjane KoleciMaurizio MartinaGuido Masera + | Koleci-A_Flexible.pdf |
| A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks / Nikfam, Farzad; Casaburi, Raffaele; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad. - In: INFORMATION. - ISSN 2078-2489. - ELETTRONICO. - 14:10(2023). [10.3390/info14100537] | 1-gen-2023 | Farzad NikfamMaurizio Martina + | information-14-00537.pdf |
| A Survey of Automotive Radar and Lidar Signal Processing and Architectures / Giuffrida, Luigi; Masera, Guido; Martina, Maurizio. - In: CHIPS. - ISSN 2674-0729. - ELETTRONICO. - 2:4(2023), pp. 243-261. [10.3390/chips2040015] | 1-gen-2023 | Giuffrida, LuigiMasera, GuidoMartina, Maurizio | Giuffrida-ASurvey.pdf |
| Architectural Comparison Model for Area-Efficient PMAP Turbo-Decoders / Favero, Simone; Martina, Maurizio; Masera, Guido. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS. - ISSN 1549-7747. - ELETTRONICO. - 70:1(2023), pp. 131-135. [10.1109/TCSII.2022.3207471] | 1-gen-2023 | Maurizio MartinaGuido Masera + | Favero_Martina_Masera.pdf; Masera-Architectural.pdf |
| Comparative Study of Keccak SHA-3 Implementations / Dolmeta, Alessandra; Martina, Maurizio; Masera, Guido. - In: CRYPTOGRAPHY. - ISSN 2410-387X. - ELETTRONICO. - 7:4(2023), pp. 1-16. [10.3390/cryptography7040060] | 1-gen-2023 | Dolmeta, AlessandraMartina, MaurizioMasera, Guido | cryptography-07-00060.pdf |
| SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks / Marchisio, A; Nanfa, G; Khalid, F; Hanif, Ma; Martina, M; Shafique, M. - In: MICROPROCESSORS AND MICROSYSTEMS. - ISSN 0141-9331. - ELETTRONICO. - 96:(2023), pp. 1-10. [10.1016/j.micpro.2022.104738] | 1-gen-2023 | Martina, M + | 1-s2.0-S0141933122002678-main.pdf |
| AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy Gradient / Nikfam, Farzad; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 10:(2022), pp. 108997-109007. [10.1109/ACCESS.2022.3213734] | 1-gen-2022 | Nikfam, FarzadMartina, Maurizio + | AccelAT_A_Framework_for_Accelerating_the_Adversarial_Training_of_Deep_Neural_Networks_Through_Accuracy_Gradient.pdf |
| Hand Gestures Recognition for Human-Machine Interfaces: A Low-Power Bio-Inspired Armband / Mongardi, Andrea; Rossi, Fabio; Prestia, Andrea; MOTTO ROS, Paolo; RUO ROCH, Massimo; Martina, Maurizio; Demarchi, Danilo. - In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. - ISSN 1932-4545. - ELETTRONICO. - 16:6(2022), pp. 1348-1365. [10.1109/TBCAS.2022.3211424] | 1-gen-2022 | Andrea MongardiFabio RossiAndrea PrestiaPaolo Motto RosMassimo Ruo RochMaurizio MartinaDanilo Demarchi | HandGestureRecognitionForHumanMachineInterface_aLowPowerBioInspiredArmband_AuthorVersion.pdf; Mongardi-Hand.pdf |
| HW-Flow-Fusion: Inter-Layer Scheduling for Convolutional Neural Network Accelerators with Dataflow Architectures / Valpreda, Emanuele; Mori, Pierpaolo; Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Frickenstein, Lukas; Stechele, Walter; Passerone, Claudio; Masera, Guido; Martina, Maurizio. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 11:18(2022), p. 2933. [10.3390/electronics11182933] | 1-gen-2022 | Valpreda, EmanueleMori, PierpaoloPasserone, ClaudioMasera, GuidoMartina, Maurizio + | electronics-11-02933-1.pdf; HW_Flow_Fusion__Inter_Layer_Scheduling_for_Convolutional_Neural_Network_Accelerators_with_Dataflow_Architectures.pdf |
| HW-Flow: A Multi-Abstraction Level HW-CNN Codesign Pruning Methodology / Rohit Vemparala, Manoj; Fasfous, Nael; Frickenstein, Alexander; Valpreda, Emanuele; Camalleri, Manfredi; Zhao, Qi; Unger, Christian; Shankar Nagaraja, Naveen; Martina, Maurizio; Stechele, Walter. - In: LEIBNIZ TRANSACTIONS ON EMBEDDED SYSTEMS. - ISSN 2199-2002. - ELETTRONICO. - 8:1(2022), pp. 1-30. [10.4230/LITES.8.1.3] | 1-gen-2022 | Emanuele ValpredaMaurizio Martina + | hw-flow_published.pdf |
| Motion Analysis for Experimental Evaluation of an Event-Driven FES System / Prestia, Andrea; Rossi, Fabio; Mongardi, Andrea; Motto Ros, Paolo; Ruo Roch, Massimo; Martina, Maurizio; Demarchi, Danilo. - In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. - ISSN 1932-4545. - ELETTRONICO. - 16:1(2022), pp. 3-14. [10.1109/TBCAS.2021.3137027] | 1-gen-2022 | Prestia, AndreaRossi, FabioMongardi, AndreaMotto Ros, PaoloRuo Roch, MassimoMartina, MaurizioDemarchi, Danilo | Motion_Analysis_for_Experimental_Evaluation_of_an_Event-Driven_FES_System_VersioneAutore.pdf; Prestia-Motion.pdf |
| RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks / Marchisio, Alberto; Mrazek, Vojtech; Massa, Andrea; Bussolino, Beatrice; Martina, Maurizio; Shafique, Muhammad. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 10:(2022), pp. 109043-109055. [10.1109/ACCESS.2022.3214312] | 1-gen-2022 | Bussolino, BeatriceMartina, Maurizio + | RoHNAS_A_Neural_Architecture_Search_Framework_with_Conjoint_Optimization_for_Adversarial_Robustness_and_Hardware_Efficiency_of_Convolutional_and_Capsule_Networks.pdf; Bussolino-RoHNAS.pdf |
| VirtLAB: A Low-Cost Platform for Electronics Lab Experiments / Ruo Roch, Massimo; Martina, Maurizio. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 22:13(2022), pp. 1-18. [10.3390/s22134840] | 1-gen-2022 | Ruo Roch, MassimoMartina, Maurizio | sensors-22-04840-4.pdf |
| Efficient hardware implementation of the LEDAcrypt Decoder / Koleci, Kristjane; Santini, Paolo; Baldi, Marco; Chiaraluce, Franco; Martina, Maurizio; Masera, Guido. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 66223-66240. [10.1109/ACCESS.2021.3076245] | 1-gen-2021 | Koleci, KristjaneMartina MaurizioMasera Guido + | 09417170.pdf |
| HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology / Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Doan, Nguyen Anh Vu; Unger, Christian; Nagaraja, Naveen Shankar; Martina, Maurizio; Stechele, Walter. - In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS. - ISSN 1539-9087. - ELETTRONICO. - 20:5s(2021), pp. 1-25. [10.1145/3476997] | 1-gen-2021 | Valpreda, EmanueleMartina, Maurizio + | 3476997.pdf; CODES2021___HW_FlowQ_accepted.pdf |
| Real-time implementation of fast discriminative scale space tracking algorithm / Walid, Walid; Awais, Muhammad; Ahmed, Ashfaq; Masera, Guido; Martina, Maurizio. - In: JOURNAL OF REAL-TIME IMAGE PROCESSING. - ISSN 1861-8200. - ELETTRONICO. - (2021). [10.1007/s11554-021-01119-6] | 1-gen-2021 | Walid, WalidMasera, GuidoMartina, Maurizio + | Walid2021_Article_Real-timeImplementationOfFastD.pdf; Manuscripts_DSST_IJRTIP_v7.pdf |
| Smart portable pen for continuous monitoring of anaesthetics in human serum with machine learning / Aiassa, Simone; MOTTO ROS, Paolo; Ivan Ny Hanitra, Mandresy; Tunzi, Davide; Martina, Maurizio; Carrara, Sandro; Demarchi, Danilo. - In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. - ISSN 1932-4545. - 15:2(2021), pp. 294-302. [10.1109/TBCAS.2021.3067388] | 1-gen-2021 | Simone AiassaPaolo Motto RosMaurizio MartinaSandro CarraraDanilo Demarchi + | TBioCAS2021(preprint).pdf; TBioCAS2021.pdf |
| Tutorial: A Versatile Bio-Inspired System for Processing and Transmission of Muscular Information / Rossi, Fabio; Mongardi, Andrea; Ros, Paolo Motto; Roch, Massimo Ruo; Martina, Maurizio; Demarchi, Danilo. - In: IEEE SENSORS JOURNAL. - ISSN 1530-437X. - ELETTRONICO. - (2021), pp. 1-1. [10.1109/JSEN.2021.3103608] | 1-gen-2021 | Rossi, FabioMongardi, AndreaRos, Paolo MottoRoch, Massimo RuoMartina, MaurizioDemarchi, Danilo | MottoRos-Aversatile1.pdf |
| VLSI architectures of a wiener filter for video coding / Walid, Walid; Armanno, Giorgio; Di Paola, Sandro; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 10:16(2021), pp. 1-12. [10.3390/electronics10161961] | 1-gen-2021 | Walid, WalidRuo Roch, MassimoMasera, GuidoMartina, Maurizio + | electronics-10-01961_3.pdf |