Ramon Canal

About Ramon Canal

Ramon Canal, With an exceptional h-index of 23 and a recent h-index of 12 (since 2020), a distinguished researcher at Universidad Politécnica de Cataluña, specializes in the field of Application Resiliency, Computer Architecture, Parallel Processing, Memory Hierarchy, Process Variations.

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

A Differential Privacy protection-based federated deep learning framework to fog-embedded architectures

SafeLS: Toward Building a Lockstep NOEL-V Core

An automotive case study on the limits of approximation for object detection

Deep-learning based detection for cyber-attacks in iot networks: A distributed attack detection framework

SafeLS: An Open Source Implementation of a Lockstep NOEL-V RISC-V Core

A survey of machine and deep learning methods for privacy protection in the internet of things

Enhancing Safety with RISC-V-based SPIDER Autonomous Robot: A Use-Case from the ECSEL FRACTAL Project

A 3D Terrain Generator: Enhancing Robotics Simulations with GANs

Ramon Canal Information

University

Position

- Barcelona Tech

Citations(all)

2196

Citations(since 2020)

511

Cited By

1944

hIndex(all)

23

hIndex(since 2020)

12

i10Index(all)

42

i10Index(since 2020)

18

Email

University Profile Page

Universidad Politécnica de Cataluña

Google Scholar

View Google Scholar Profile

Ramon Canal Skills & Research Interests

Application Resiliency

Computer Architecture

Parallel Processing

Memory Hierarchy

Process Variations

Top articles of Ramon Canal

Title

Journal

Author(s)

Publication Date

A Differential Privacy protection-based federated deep learning framework to fog-embedded architectures

Engineering Applications of Artificial Intelligence

Norma Gutiérrez

Beatriz Otero

Eva Rodríguez

Gladys Utrera

Sergi Mus

...

2024/4/1

SafeLS: Toward Building a Lockstep NOEL-V Core

arXiv preprint arXiv:2307.15436

Marcel Sarraseca

Sergi Alcaide

Francisco Fuentes

Juan Carlos Rodriguez

Feng Chang

...

2023/7/28

An automotive case study on the limits of approximation for object detection

Journal of Systems Architecture

Martí Caro

Hamid Tabani

Jaume Abella

Francesc Moll

Enric Morancho

...

2023/5/1

Deep-learning based detection for cyber-attacks in iot networks: A distributed attack detection framework

Journal of Network and Systems Management

Olivia Jullian

Beatriz Otero

Eva Rodriguez

Norma Gutierrez

Héctor Antona

...

2023/4

SafeLS: An Open Source Implementation of a Lockstep NOEL-V RISC-V Core

Marcel Sarraseca

Sergi Alcaide

Francisco Fuentes

Juan Carlos Rodriguez

Feng Chang

...

2023/7/3

A survey of machine and deep learning methods for privacy protection in the internet of things

Eva Rodríguez

Beatriz Otero

Ramon Canal

2023/1/21

Enhancing Safety with RISC-V-based SPIDER Autonomous Robot: A Use-Case from the ECSEL FRACTAL Project

Markus Postl

Joaquim Castella Triginer

Mikel Fernandez

Feng Chang

Sergi Alcaide

...

2023/6/9

A 3D Terrain Generator: Enhancing Robotics Simulations with GANs

Silvia Arellano

Beatriz Otero

Tomasz Piotr Kucner

Ramon Canal

2023/9/22

EUROPULS: NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS

Fabio Pavanello

Cedric Marchand

Ian O’Connor

Régis Orobtchouk

Fabien Mandorlo

...

2023/5/22

VITAMIN-V: Virtual Environment and Tool-Boxing for Trustworthy Development of RISC-V Based Cloud Services

arXiv preprint arXiv:2305.10982

Aggelos Arelakis

JM Arnau

Josep Lluis Berral

Aaron Call

Ramon Canal

...

2023/5/18

Validation, Verification, and Testing (VVT) of future RISC-V powered cloud infrastructures: the Vitamin-V Horizon Europe Project perspective

Martí Alonso

David Andreu

Ramon Canal

Stefano Di Carlo

Cristiano Chenet

...

2023/5/22

SafeX: Open source hardware and software components for safety-critical systems

Sergi Alcaide

Guillem Cabo

Francisco Bas

Pedro Benedicte

Francisco Fuentes

...

2022/9/14

Transfer-learning-based intrusion detection framework in IoT networks

Sensors

Eva Rodríguez

Pol Valls

Beatriz Otero

Juan José Costa

Javier Verdú

...

2022/7/27

SafeDX: Standalone Modules Providing Diverse Redundancy for Safety-Critical Applications

Ramon Canal

Francisco Bas

Sergi Alcaide

Guillem Cabo

Pedro Benedicte

...

2022/7/3

A real-time error detection (rtd) architecture and its use for reliability and post-silicon validation for f/f based memory arrays

IEEE Transactions on Emerging Topics in Computing

Yiannakis Sazeides

Arkady Bramnik

Ron Gabor

Ramon Canal

2022/1/26

Small-layered Feed-Forward and Convolutional neural networks for efficient P wave earthquake detection

Expert Systems with Applications

Sergi Mus León

Beatriz Otero Calviño

Leonardo Alvarado Vivas

Ramon Canal Corretger

Otilio Rojas Ulacio

2022/11/15

Lightning Talks of EduHPC 2022

Apan Qasem

Hartwig Anzt

Eduard Ayguade

Katharine Cahill

Ramon Canal

...

2022/11/13

A cost‐efficient QoS‐aware analytical model of future software content delivery networks

International Journal of Network Management

Beatriz Otero

Eva Rodríguez

Otilio Rojas

Javier Verdú

Juan José Costa

...

2021/7

A survey of deep learning techniques for cybersecurity in mobile networks

Eva Rodriguez

Beatriz Otero

Norma Gutierrez

Ramon Canal

2021/6/7

SRAM arrays with built-in parity computation for real-time error detection in cache tag arrays

Ramon Canal

Yiannakis Sazeides

Arkady Bramnik

2021/2/1

See List of Professors in Ramon Canal University(Universidad Politécnica de Cataluña)