Maurizio Martina

Maurizio Martina

Politecnico di Torino

H-index: 25

Europe-Italy

About Maurizio Martina

Maurizio Martina, With an exceptional h-index of 25 and a recent h-index of 17 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of VLSI design, channel decoder architectures, image and video compression, digital signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge

TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems

RobCaps: evaluating the robustness of capsule networks against affine transformations and adversarial attacks

TEMET: Truncated REconfigurable Multiplier with Error Tuning

Hardware and Software Optimizations for Capsule Networks

Implementation and integration of Keccak accelerator on RISC-V for CRYSTALS-Kyber

RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project

A Survey of Automotive Radar and Lidar Signal Processing and Architectures

Maurizio Martina Information

University

Position

Dipartimento di Elettronica e Telecomunicazioni

Citations(all)

2567

Citations(since 2020)

1392

Cited By

1516

hIndex(all)

25

hIndex(since 2020)

17

i10Index(all)

60

i10Index(since 2020)

34

Email

University Profile Page

Politecnico di Torino

Google Scholar

View Google Scholar Profile

Maurizio Martina Skills & Research Interests

VLSI design

channel decoder architectures

image and video compression

digital signal processing

Top articles of Maurizio Martina

Title

Journal

Author(s)

Publication Date

MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge

IEEE Transactions on Circuits and Systems I: Regular Papers

Flavia Guella

Emanuele Valpreda

Michele Caon

Guido Masera

Maurizio Martina

2024/2/27

TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems

arXiv preprint arXiv:2402.09780

Eugenio Ressa

Alberto Marchisio

Maurizio Martina

Guido Masera

Muhammad Shafique

2024/2/15

RobCaps: evaluating the robustness of capsule networks against affine transformations and adversarial attacks

Alberto Marchisio

Antonio De Marco

Alessio Colucci

Maurizio Martina

Muhammad Shafique

2023/6/18

TEMET: Truncated REconfigurable Multiplier with Error Tuning

Flavia Guella

Emanuele Valpreda

Michele Caon

Guido Masera

Maurizio Martina

2023/9/28

Hardware and Software Optimizations for Capsule Networks

Alberto Marchisio

Beatrice Bussolino

Alessio Colucci

Vojtech Mrazek

Muhammad Abdullah Hanif

...

2023/10/10

Implementation and integration of Keccak accelerator on RISC-V for CRYSTALS-Kyber

Alessandra Dolmeta

Mattia Mirigaldi

Maurizio Martina

Guido Masera

2023/5/9

RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project

William Fornaciari

Federico Reghenzani

Giovanni Agosta

Davide Zoni

Andrea Galimberti

...

2023/7/2

A Survey of Automotive Radar and Lidar Signal Processing and Architectures

Luigi Giuffrida

Guido Masera

Maurizio Martina

2023/10/8

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Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers

Segmentation Framework via Optimal

Mass Transportation Pre-processing

Jia-Wei Liao¹

Tsung-Ming Huang

Tiexiang Li

...

2023/7/17

ERODE: Error Resilient Object DetEction by Recovering Bounding Box and Class Information

Emanuele Valpreda

Giuseppe Palumbo

Michele Caon

Guido Masera

Maurizio Martina

2023/6/18

A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks

Information

Farzad Nikfam

Raffaele Casaburi

Alberto Marchisio

Maurizio Martina

Muhammad Shafique

2023/10/1

Sevuc: A study on the security vulnerabilities of capsule networks against adversarial attacks

Microprocessors and Microsystems

Alberto Marchisio

Giorgio Nanfa

Faiq Khalid

Muhammad Abdullah Hanif

Maurizio Martina

...

2023/2/1

Hardware architecture for CRYSTALS-Kyber post-quantum cryptographic SHA-3 primitives

Alessandra Dolmeta

Maurizio Martina

Guido Masera

2023/6/18

A Low Cost Open Platform for Development and Performance Evaluation of IoT and IIoT Systems

Massimo Ruo Roch

Maurizio Martina

2023/9/28

A Flexible NTT-Based Multiplier for Post-Quantum Cryptography

IEEE Access

Kristjane Koleci

Paolo Mazzetti

Maurizio Martina

Guido Masera

2023/1/5

SwiftTron: An efficient hardware accelerator for quantized transformers

Alberto Marchisio

Davide Dura

Maurizio Capra

Maurizio Martina

Guido Masera

...

2023/6/18

LOKI Low-Latency Open-Source Kyber-Accelerator IPs

Alessandra Dolmeta

Mattia Mirigaldi

Maurizio Martina

Guido Masera

2023/9/28

Comparative Study of Keccak SHA-3 Implementations

Alessandra Dolmeta

Maurizio Martina

Guido Masera

2023/11/20

AccelAT: A framework for accelerating the adversarial training of deep neural networks through accuracy gradient

IEEE Access

Farzad Nikfam

Alberto Marchisio

Maurizio Martina

Muhammad Shafique

2022/10/10

On the impact of the stem electrical impedance in neural network algorithms for plant monitoring applications

Mattia Barezzi

Federico Cum

Umberto Garlando

Maurizio Martina

Danilo Demarchi

2022/11/3

See List of Professors in Maurizio Martina University(Politecnico di Torino)