Publications

My publications in reversed chronological order. Generated by jekyll-scholar. Up-to-date list in Google Scholar

2024

  1. AeroConf
    On-Board Payload Data Processing Combined with the Roofline Model for Hardware/Software Design
    Seungah Lee , Emmanuel Casseau , Angeliki Kritikakou , Olivier Sentieys , Ruben Salvador, and Julien Galizzi
    In AeroConf 2024 - IEEE Aerospace Conference , Mar 2024

2023

  1. EDHPC
    High-Level Synthesis-Based On-board Payload Data Processing considering the Roofline Model
    Seungah Lee , Olivier Sentieys , Ruben Salvador, Julien Galizzi , Angeliki Kritikakou , and Emmanuel Casseau
    In 2023 European Data Handling & Data Processing Conference (EDHPC) , Mar 2023
  2. CARDIS
    Attacking at Non-harmonic Frequencies in Screaming-Channel Attacks
    Jeremy Guillaume , Maxime Pelcat , Amor Nafkha , and Rubén Salvador
    In Smart Card Research and Advanced Applications , Mar 2023
  3. IWAIT
    Assessment of multi-plenoptic 2.0 camera depth maps for DIBR
    Hamed Razavi Khosroshahi , Jaime Sancho , Gonzalo Rosa , Rubén Salvador, Eduardo Juarez , Gauthier Lafruit , and Mehrdad Teratani
    In International Workshop on Advanced Imaging Technology (IWAIT) 2023 , Mar 2023

2022

  1. SiPS
    Virtual Triggering: a Technique to Segment Cryptographic Processes in Side-Channel Traces
    Jeremy Guillaume , Maxime Pelcat , Amor Nafkha , and Ruben Salvador
    In 2022 IEEE Workshop on Signal Processing Systems (SiPS) , Mar 2022
  2. DASIP
    Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging
    Manuel Villa , Jaime Sancho , Guillermo Vazquez , Gonzalo Rosa , Gemma Urbanos , Alberto Martin-Perez , Pallab Sutradhar , Rubén Salvador, Miguel Chavarrías , Alfonso Lagares , and 2 more authors
    In Design and Architecture for Signal and Image Processing , Mar 2022

2021

  1. Sensors
    GoRG: Towards a GPU-Accelerated Multiview Hyperspectral Depth Estimation Tool for Medical Applications
    Jaime Sancho , Pallab Sutradhar , Gonzalo Rosa , Miguel Chavarrías , Angel Perez-Nuñez , Rubén Salvador, Alfonso Lagares , Eduardo Juárez , and César Sanz
    Sensors, Mar 2021
  2. Appl. Sci.
    Physical Side-Channel Attacks on Embedded Neural Networks: A Survey
    Maria Méndez Real , and Rubén Salvador
    Applied Sciences, Mar 2021
  3. DCIS
    An Embedded GPU Accelerated Hyperspectral Video Classification System in Real-Time
    Jaime Sancho , Manuel Villa , Gemma Urbanos , Marta Villanueva , Pallab Sutradhar , Gonzalo Rosa , Alberto Martin , Guillermo Vazquez , Miguel Chavarrias , Ruben Salvador, and 3 more authors
    In 2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS) , Mar 2021

2020

  1. DCIS
    Towards GPU Accelerated HyperSpectral Depth Estimation in Medical Applications
    Jaime Sancho , Gemma Urbanos , Luisa Ruiz , Marta Villanueva , Gonzalo Rosa , Alberto Diaz , Manuel Villa , Miguel Chavarrías , Alfonso Lagares , Rubén Salvador, and 2 more authors
    In XXXV Conference on Design of Circuits and Integrated Systems (DCIS) , Mar 2020

2019

  1. IEEE Access
    PAPIFY: Automatic Instrumentation and Monitoring of Dynamic Dataflow Applications Based on PAPI
    Daniel Madroñal , Florian Arrestier , Jaime Sancho , Antoine Morvan , Raquel Lazcano , Karol Desnos , Rubén Salvador, Daniel Menard , Eduardo Juarez , and Cesar Sanz
    IEEE Access, Mar 2019
  2. IEEE Access
    Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications
    Raquel Lazcano , Daniel Madroñal , Giordana Florimbi , Jaime Sancho , Sergio Sanchez , Raquel Leon , Himar Fabelo , Samuel Ortega , Emanuele Torti , Rubén Salvador, and 5 more authors
    IEEE Access, Mar 2019
  3. IEEE Access
    In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection
    H. Fabelo , S. Ortega , A. Szolna , D. Bulters , J. F. Piñeiro , S. Kabwama , A. J-O’Shanahan , H. Bulstrode , S. Bisshopp , B. R. Kiran , and 18 more authors
    IEEE Access, 2019
  4. IEEE ESL
    Dataflow-Functional High-Level Synthesis for Coarse-Grained Reconfigurable Accelerators
    Claudio Rubattu , Francesca Palumbo , Carlo Sau , Rubén Salvador, Jocelyn Sérot , Karol Desnos , Luigi Raffo , and Maxime Pelcat
    IEEE Embedded Systems Letters, 2019
  5. GenP
    On the scalability of evolvable hardware architectures: comparison of systolic array and Cartesian genetic programming
    Javier Mora , Rubén Salvador, and Eduardo de la Torre
    Genetic Programming and Evolvable Machines, Jun 2019
  6. IC3D
    MPEG-I Depth Estimation Reference Software
    Ségolène Rogge , Daniele Bonatto , Jaime Sancho , Rubén Salvador, Eduardo Juarez , Adrian Munteanu , and Gauthier Lafruit
    In International Conference on 3D Immersion (IC3D) , Jun 2019
  7. DCIS
    Characterizing Hyperspectral Data Layouts: Performance and Energy Efficiency in Embedded GPUs for PCA-based Dimensionality Reduction
    Jaime Sancho Aragón , Sergio Sánchez Ramírez , Raquel Lazcano López , Daniel Madroñal Quintín , Rubén Salvador, Eduardo Juárez Martínez , and César Sanz Álvaro
    In 2019 XXXIV Conference on Design of Circuits and Integrated Systems (DCIS) , Jun 2019
  8. JSPS
    Adaptation of an Iterative PCA to a Manycore Architecture for Hyperspectral Image Processing
    R. Lazcano , D. Madroñal , H. Fabelo , S. Ortega , Rubén Salvador, G.M. Callico , E. Juarez , and C. Sanz
    Journal of Signal Processing Systems, May 2019

2018

  1. Sensors
    Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images
    Giordana Florimbi , Himar Fabelo , Emanuele Torti , Raquel Lazcano , Daniel Madroñal , Samuel Ortega , Rubén Salvador, Francesco Leporati , Giovanni Danese , Abelardo Báez-Quevedo , and 4 more authors
    Sensors, Jul 2018
  2. Remote Sens.
    Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons
    Ernestina Martel , Raquel Lazcano , José López , Daniel Madroñal , Rubén Salvador, Sebastián López , Eduardo Juarez , Raúl Guerra , César Sanz , and Roberto Sarmiento
    Remote Sensing, Jun 2018
  3. CF
    Automatic Instrumentation of Dataflow Applications using PAPI
    Daniel Madroñal , Raquel Lazcano , Rubén Salvador, Eduardo Juarez , Cesar Sanz , Antoine Morvan , and Karol Desnos
    In Proceedings of the 15th ACM International Conference on Computing Frontiers , May 2018
    Short paper + Poster
  4. PLoS One
    Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations
    Himar Fabelo , Samuel Ortega , Daniele Ravi , Bangalore Ravi Kiran , Coralia Sosa , Diederik Bulters , Gustavo Marrero Callico , Harry Bulstrode , Adam Szolna , Juan F. Piñeiro , and 12 more authors
    PLoS ONE, Mar 2018
  5. Sensors
    An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation
    H. Fabelo , S. Ortega , R. Lazcano , D. Madroñal , G. M. Callicó , E. Juárez , Rubén Salvador, D. Bulters , H. Bulstrode , A. Szolna , and 13 more authors
    Sensors, Feb 2018
  6. MPEG
    On Workflow Descriptions: Behavior and Models of Computation, M42040
    Eduardo Juárez , Marco Mattavelli , Daniel Madroñal , Raquel Lazcano , Rubén Salvador, and César Sanz
    Jan 2018
  7. MPEG
    Clarifications on the Concept of Model of Workflow, M42553
    Eduardo Juárez , Marco Mattavelli , Daniel Madroñal , Raquel Lazcano , Rubén Salvador, and César Sanz
    Apr 2018

2017

  1. SPIE
    Parallel exploitation of a spatial-spectral classification approach for hyperspectral images on RVC-CAL
    R. Lazcano , D. Madroñal , H. Fabelo , S. Ortega , Rubén Salvador, G. M. Callicó , E. Juárez , and C. Sanz
    In Proc.SPIE , Oct 2017
  2. JSA
    SVM-based real-time hyperspectral image classifier on a manycore architecture
    D. Madroñal , R. Lazcano , Rubén Salvador, H. Fabelo , S. Ortega , G.M. Callico , E. Juarez , and C. Sanz
    Journal of Systems Architecture, Oct 2017
  3. DASIP
    Parallel implementation of an iterative PCA algorithm for hyperspectral images on a manycore platform
    R. Lazcano , D. Madroñal , H. Fabelo , S. Ortega , Rubén Salvador, G. M. Callicó , E. Juárez , and C. Sanz
    In 2017 Conference on Design and Architectures for Signal and Image Processing (DASIP) , Sep 2017
  4. DASIP
    Energy consumption characterization of a Massively Parallel Processor Array (MPPA) platform running a hyperspectral SVM classifier
    D. Madroñal , R. Lazcano , H. Fabelo , S. Ortega , Rubén Salvador, G. M. Callicó , E. Juárez , and C. Sanz
    In 2017 Conference on Design and Architectures for Signal and Image Processing (DASIP) , Sep 2017
  5. ReCoSoC
    High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier
    R. Domingo , Rubén Salvador, H. Fabelo , D. Madroñal , S. Ortega , R. Lazcano , E. Juárez , G. Callicó , and C. Sanz
    In 2017 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC) , Jul 2017
  6. JSA
    Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture
    R. Lazcano , D. Madroñal , Rubén Salvador, K. Desnos , M. Pelcat , R. Guerra , H. Fabelo , S. Ortega , S. Lopez , G.M. Callico , and 2 more authors
    Journal of Systems Architecture, Jun 2017
  7. CF
    HELICoiD: Interdisciplinary and Collaborative Project for Real-time Brain Cancer Detection: Invited Paper
    Rubén Salvador, Samuel Ortega , Daniel Madroñal , Himar Fabelo , Raquel Lazcano , Gustavo M. Callico , Eduardo Juarez , Roberto Sarmiento , and Cesar Sanz
    In Proceedings of the Computing Frontiers Conference , May 2017
  8. JNeuroOnc
    Detection of human brain cancer in pathological slides using hyperspectral images
    Himar Fabelo , Raul Camacho , Maria L. Plaza , Gustavo M. Callico , R. Lazcano , D. Madroñal , Rubén. Salvador , E. Juarez , and R. Sarmiento
    Neuro-Oncology, May 2017
  9. WFNOS
    Detection of human brain cancer in pathological slides using hyperspectral images
    Himar Fabelo , Raul Camacho , Maria L. Plaza , Gustavo M. Callico , R. Lazcano , D. Madroñal , Rubén. Salvador , E. Juarez , and R. Sarmiento
    In 5th Quadrennial Meeting of the World Federation of Neuro-Oncology Societies (WFNOS) , May 2017
  10. MPEG
    RVC-CAL Main 10 Inverse Transform FU, M39872
    Junaid Ahmad , Braulio Parra , Rubén Salvador, Eduardo Juárez , César Sanz , and Marco Mattavelli
    Jan 2017
  11. MPEG
    Proposal of FNL extension for dynamic adaptive scenarios, M41152
    Eduardo Juárez , Rubén Salvador, and César Sanz
    Jul 2017
  12. MPEG
    Thoughts on the Benefits of FNL Extensions for Dynamic Adaptation, M41703
    Eduardo Juárez , Daniel Madroñal , Raquel Lazcano , Rubén Salvador, and César Sanz
    Oct 2017

2016

  1. DASIP
    Demo: HELICoiD Tool Demonstrator for Real-Time Brain Cancer Detection
    Rubén Salvador, Himar Fabelo , Raquel Lazcano , Samuel Ortega , Daniel Madroñal , Gustavo M. Callicó , Eduardo Juarez , and Cesar Sanz
    In 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP) , Oct 2016
  2. DTIS
    Evolvable Hardware in FPGAs: Embedded Tutorial
    Rubén Salvador
    In 2016 International Conference on Design and Technology of Integrated Systems in Nanoscale Era (DTIS) , Apr 2016
  3. DCIS
    Toward Efficient Embedded Implementations of KNN-based Spatial-Spectral Classification In Hyperspectral Imaging for Cancer Detection
    Rubén Salvador, Himar Fabelo , Raquel Lazcano , Samuel Ortega , Daniel Madroñal , Gustavo M. Callico , Eduardo Juarez , and César Sanz
    In XXXI Conference on Design of Circuits and Integrated Systems (DCIS 2016) , Nov 2016
  4. DCIS
    Integration of PCA and SVM on a Massively Parallel Processor Array (MPPA) platform applied to hyperspectral images
    Daniel Madroñal , Raquel Lazcano , Samuel Ortega , Himar A. Fabelo , Rubén Salvador, Eduardo Juarez , Gustavo M. Callicó , and César Sanz
    In XXXI Conference on Design of Circuits and Integrated Systems (DCIS 2016) , Nov 2016
  5. DCIS
    A Novel Framework for Brain Cancer Detection based on Spatial-Spectral Hyperspectral Image Classification
    Himar Fabelo , Samuel Ortega , Coralia Sosa , Ravi Kiran , Daniele Ravi , Rubén Salvador, Gustavo Callico , Adam Szolna , Juan F. Pineiro , Sara Bisshop , and 5 more authors
    In XXXI Conference on Design of Circuits and Integrated Systems (DCIS 2016) , Jan 2016
  6. MPEG
    Proposed Update to the WD of TR ISO/IEC 23002-6 Tools for Reconfigurable Media Coding Implementation, M38490
    Alejo I. Arias , Eduardo Juárez , Mickäel Raulet , Fernando Pescador , Rubén Salvador, and César Sanz
    May 2016
  7. MPEG
    Feasibility Study of a 10-bit Extension of the RVC-CAL Inverse Transform FU of the HEVC Main Profile Standard, M38583
    Rubén Salvador, Fernando Pescador , Eduardo Juárez , César Sanz , Endri Bezati , and Marco Mattavelli
    May 2016

2015

  1. PhD Thesis
    Parametric and Structural Self-Adaptation of Embedded Systems using Evolvable Hardware
    Rubén Salvador
    Dec 2015

2014

  1. Fusion Eng. Des.
    Test bed for real-time image acquisition and processing systems based on FlexRIO, CameraLink, and EPICS
    E. Barrera , M. Ruiz , D. Sanz , J. Vega , R. Castro , E. Juárez , and Rubén Salvador
    Fusion Engineering and Design, May 2014
    Proceedings of the 9th {IAEA} Technical Meeting on Control, Data Acquisition, and Remote Participation for Fusion Research

2013

  1. IEEE Trans Comp
    Self-Reconfigurable Evolvable Hardware System for Adaptive Image Processing
    Rubén Salvador, Andrés Otero , Javier Mora , Eduardo Torre , Teresa Riesgo , and Lukas Sekanina
    IEEE Transactions on Computers, Aug 2013
  2. IPDPSW
    A Novel FPGA-based Evolvable Hardware System Based on Multiple Processing Arrays
    Angel Gallego , Javier Mora , Andrés Otero , Rubén Salvador, Eduardo Torre , and Teresa Riesgo
    In IEEE 27th International Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW) , May 2013

2012

  1. DATE Demo
    Evolvable hardware FPGA-based platform for autonomous fault-tolerant systems
    Andrés Otero , Javier Mora , Rubén Salvador, Ángel Gallego , Eduardo Torre , and Lukas Sekanina
    May 2012
    DATE University Booth
  2. ReConFig Demo
    Evolvable hardware FPGA-based platform for autonomous fault-tolerant systems
    Andrés Otero , Javier Mora , Rubén Salvador, Ángel Gallego , Eduardo Torre , and Lukas Sekanina
    May 2012
    ReConFig Demo Night
  3. FPL
    Implementation techniques for evolvable HW systems: virtual VS. dynamic reconfiguration
    Rubén Salvador, Andrés Otero , Javier Mora , Eduardo Torre , Teresa Riesgo , and Lukas Sekanina
    In 2012 22nd International Conference on Field Programmable Logic and Applications (FPL) , Aug 2012
    Poster
  4. MICPRO
    Accelerating FPGA-based evolution of wavelet transform filters by optimized task scheduling
    Rubén Salvador, Alberto Vidal , Félix Moreno , Teresa Riesgo , and Lukas Sekanina
    Microprocessors and Microsystems, Jul 2012
    Special Issue on Design of Circuits and Integrated Systems

2011

  1. ReConFig
    Fault Tolerance Analysis and Self-Healing Strategy of Autonomous, Evolvable Hardware Systems
    Rubén Salvador, Andrés Otero , Javier Mora , Eduardo Torre , Lukas Sekanina , and Teresa Riesgo
    In 2011 International Conference on Reconfigurable Computing and FPGAs (ReConFig) , Nov 2011
  2. DCIS
    2D Reconfigurable Systolic Core Architecture for Evolvable Systems
    Andrés Otero , Rubén Salvador, Javier Mora , Eduardo Torre , Teresa Riesgo , and Lukas Sekanina
    In Proceedings of the XXVI Conference on Design of Circuits and Integrated Systems, (DCIS 2011) , Nov 2011
  3. AHS
    A Fast Reconfigurable 2D HW Core Architecture on FPGAs for Evolvable Self-Adaptive Systems
    Andrés Otero , Rubén Salvador, Javier Mora , Eduardo Torre , Teresa Riesgo , and Lukas Sekanina
    In Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) , Jun 2011
    Poster
  4. AHS
    Evolvable 2D Computing Matrix Model for Intrinsic Evolution in Commercial FPGAs with Native Reconfiguration Support
    Rubén Salvador, Andrés Otero , Javier Mora , Eduardo Torre , Teresa Riesgo , and Lukas Sekanina
    In Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) , Jun 2011
  5. SPIE
    Bio-inspired FPGA architecture for self-calibration of an image compression core based on wavelet transforms in embedded systems
    Rubén Salvador, Alberto Vidal , Félix Moreno , Teresa Riesgo , and Lukáš Sekanina
    In Proc. SPIE , May 2011
  6. EURASIP
    Evolutionary Approach to Improve Wavelet Transforms for Image Compression in Embedded Systems
    Rubén Salvador, Félix Moreno , Teresa Riesgo , and Lukas Sekanina
    EURASIP Journal on Advances in Signal Processing, Jan 2011

2010

  1. DCIS
    Implementation of bio-inspired adaptive wavelet transforms in FPGAs. Modeling, validation and profiling of the algorithm
    Rubén Salvador, Félix Moreno , Teresa Riesgo , and Lukas Sekanina
    In Proceedings of XXV Conference on Design of Circuits and Integrated Systems, (DCIS 2010) , Nov 2010
  2. DSD
    High Level Validation of an Optimization Algorithm for the Implementation of Adaptive Wavelet Transforms in FPGAs
    Rubén Salvador, Félix Moreno , Teresa Riesgo , and Lukas Sekanina
    In Proceedings of the 2010 13th Euromicro Conference on Digital System Design: Architectures, Methods and Tools (DSD) , Sep 2010
  3. AHS
    Evolutionary design and optimization of Wavelet Transforms for image compression in embedded systems
    Rubén Salvador, Félix Moreno , Teresa Riesgo , and Lukas Sekanina
    In Proceedings of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) , Jun 2010
  4. InTech
    Embedded Intelligence on Chip: Some FPGA based Design Experiences
    Felix Moreno , Ignacio Lopez , Ricardo Sanz , Rubén Salvador, and Jaime Alarcon
    In Pattern Recognition Recent Advances , Feb 2010

2009

  1. IEEE TIE
    Reconfigurable Hardware Architecture of a Shape Recognition System Based on Specialized Tiny Neural Networks With Online Training
    F. Moreno , J. Alarcon , Rubén Salvador, and T. Riesgo
    IEEE Transactions on Industrial Electronics, Aug 2009
  2. SPIE
    Approach to an FPGA embedded, autonomous object recognition system: run-time learning and adaptation
    Rubén Salvador, Carlos Terleira , Félix Moreno , and Teresa Riesgo
    In Proc. SPIE , May 2009

2008

  1. IECON
    FPGA implementation of an image recognition system based on Tiny Neural networks and on-line reconfiguration
    F. Moreno , J. Alarcon , Rubén Salvador, and T. Riesgo
    In 2008 34th Annual Conference of IEEE Industrial Electronics , Nov 2008

2007

  1. WISP
    From Cognitive Architectures to Hardware: A Low Cost FPGA-Based Design Experience
    I. Lopez , R. Sanz , F. Moreno , Rubén Salvador, and J. Alarcon
    In 2007 IEEE International Symposium on Intelligent Signal Processing , Oct 2007
    Poster
  2. Architectural design for a low cost FPGA-based traffic signal detection system in vehicles
    Ignacio López , Rubén Salvador, Jaime Alarcón , and Félix Moreno
    In VLSI Circuits and Systems III , Oct 2007
  3. SPIE Newsroom
    Embedded architecture enables intelligent vehicles
    Ignacio López , Rubén Salvador, Jaime Alarcón , and Félix Moreno
    SPIE Newsroom, Aug 2007
  4. MSc Thesis
    Embedded Intelligence on Chip
    Rubén Salvador
    Aug 2007

2006

  1. IECON
    A new Real-Time Hardware Architecture for Road Line Tracking Using a Particle Filter
    J. Alarcon , Rubén Salvador, F. Moreno , P. Cobos , and I. Lopez
    In IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics , Nov 2006

2004

  1. MEng Thesis
    Research and Development of a system for the implementation of audiometric calibration procedures
    Rubén Salvador
    Nov 2004

2001

  1. JASA
    Implementation of Narrow-Band Algorithms according to ANSI S3.6-1996
    M. Ruiz , Rubén Salvador, and M. Recuero
    The Journal of the Acoustical Society of America, Dec 2001
  2. BEng Thesis
    Implementation of narrow-band noise generation algorithms according to ANSI S3.6 1996
    Rubén Salvador
    Dec 2001