Research > Publications

Book Chapter

2022

B3

Bonnot, Justine; Menard, Daniel; Desnos, Karol

Analysis of the Impact of Approximate Computing on the Application Quality Incollection

Approximate Computing Techniques: From Component- to Application-Level, Springer

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2021

B2

Castrillon, Jeronimo; Desnos, Karol; Goens, Andrés; Menard, Christian

Dataflow Models of Computation for Programming Heterogeneous Multicores Incollection Forthcoming

Handbook of Computer Architecture, Springer

BibTeX

2018

B1

Desnos, Karol; Palumbo, Francesca

Dataflow Modeling for Reconfigurable Signal Processing Systems Incollection

Handbook of Signal Processing Systems, Springer

BibTeX

Journals

2021

J16

Sourbier, Nicolas; Desnos, Karol; Guyet, Thomas; Majorczyk, Frédéric; Gesny, Olivier; Pelcat, Maxime

SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs Journal Article Forthcoming

Journal of Signal Processing Systems, Springer

BibTeX

2020

J15

Lee, Yaesop; Liu, Yanzhou; Desnos, Karol; Barford, Lee; Bhattacharyya, Shuvra S

Passive-Active Flowgraphs for Efficient Modeling and Design of Signal Processing Systems Journal Article

Journal of Signal Processing Systems, Springer

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2019

J14

Arrestier, Florian; Desnos, Karol; Juarez, Eduardo; Menard, Daniel

Numerical Representation of Directed Acyclic Graphs for Efficient Dataflow Embedded Resource Allocation Journal Article

Transactions on Embedded Computing Systems - EMSOFT Proceedings,

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J13

Suriano, Leonardo; Arrestier, Florian; Rodriguez, Alfonso; Desnos, Karol; Heulot, Julien; Pelcat, Maxime; de la Torre, Eduardo

DAMHSE: Programming Heterogeneous MPSoCs with Hardware Acceleration using Dataflow-based Design Space Exploration and Automated Rapid Prototyping Journal Article

Microprocessors and Microsystems: Embedded Hardware Design (MICPRO), Elsevier

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J12

Madroñal, Daniel; Arrestier, Florian; Sancho, Jaime; Morvan, Antoine; Lazcano, Raquel; Desnos, Karol; Salvador, Ruben; Menard, Daniel; Juarez, Eduardo; Sanz, Cesar

PAPIFY: automatic instrumentation and monitoring of dynamic dataflow applications based on PAPI Journal Article

IEEE Access,

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J11

Bonnot, Justine; Camus, Vincent; Desnos, Karol; Menard, Daniel

Adaptive Simulation-based Framework for Error Characterization of Inexact Circuits Journal Article

Microelectronics Reliability ,

Abstract | Links | BibTeX

J10

Enrici, Andrea; Lallet, Julien; Pacalet, Renaud; Apvrille, Ludovic; Desnos, Karol; Latif, Imran

Model-Based Programming for Multi-processor Platforms with TTool/DIPLODOCUS and OMC Journal Article

Communications in Computer and Information Science (Extended and revised paper from Model-Driven Engineering and Software Development (MODELSWARD)), Springer International Publishing

Abstract | BibTeX

2018

J9

Rubattu, Claudio; Palumbo, Francesca; Sau, Carlo; Salvador, Ruben; Sérot, Jocelyn; Desnos, Karol; Raffo, Luigi; Pelcat, Maxime

Dataflow-Functional High-Level Synthesis for Coarse-Grained Reconfigurable Accelerators Journal Article

Embedded Systems Letters,

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2017

J8

Pelcat, Maxime; Mercat, Alexandre; Desnos, Karol; Maggiani, Luca; Liu, Yanzhou; Heulot, Julien; Nezan, Jean-François; Hamidouche, Wassim; Ménard, Daniel; Bhattacharyya, Shuvra S

Reproducible Evaluation of System Efficiency with a Model of Architecture: From Theory to Practice Journal Article

Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD),

Abstract | Links | BibTeX

J7

Mercat, Alexandre; Bonnot, Justine; Pelcat, Maxime; Desnos, Karol; Hamidouche, Wassim; Menard, Daniel

Smart search space reduction for approximate computing: A low energy HEVC encoder case study Journal Article

Journal of Systems Architecture (JSA), Elsevier

Abstract | Links | BibTeX

J6

Lazcano, Raquel; Madroñal, Daniel; Salvador, Ruben; Desnos, Karol; Pelcat, Maxime; Guerra, R; Fabelo, H; Ortega, S; Lopez, S; Callico, G M; Juarez, Euardo; Sanz, Cesar

Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture Journal Article

Journal of Systems Architecture (JSA),

Abstract | Links | BibTeX

J5

Ammar, Manel; Baklouti, Mouna; Pelcat, Maxime; Desnos, Karol; Abid, Mohamed

Comparing Three Clustering-based Scheduling Methods for Energy-Aware Rapid Design of MP2SoCs Journal Article

Journal of Signal Processing Systems (JSPS),

Abstract | Links | BibTeX

2016

J4

Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Aridhi, Slaheddine

On Memory Reuse Between Inputs and Outputs of Dataflow Actors Journal Article

Transactions on Embedded Computing Systems (TECS), ACM

Abstract | Links | BibTeX

J3

Ammar, Manel; Baklouti, Mouna; Pelcat, Maxime; Desnos, Karol; Abid, Mohamed

MDE-based Rapid DSE of multi-core embedded systems: The H.264 Decoder Case Study Journal Article

Informacije Midem-journal of Microelectronics Electronic Components and Materials,

Abstract | Links | BibTeX

2014

J2

Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Aridhi, Slaheddine

Memory Analysis and Optimized Allocation of Dataflow Applications on Shared-Memory MPSoCs Journal Article

Journal of Signal Processing Systems,

Abstract | Links | BibTeX

J1

Zhou, Zheng; Plishker, William; Bhattacharyya, Shuvra S; Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François

Scheduling of Parallelized Synchronous Dataflow Actors for Multicore Signal Processing Journal Article

Journal of Signal Processing Systems (JSPS),

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Conferences

2022

C41

Desnos, Karol; Bourgoin, Thomas; Sourbier, Nicolas; Dardaillon, Mickaël; Gesny, Olivier; Pelcat, Maxime

Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs Inproceedings

International Workshop on Signal Processing Systems (SiPS), Rennes, France

BibTeX

C40

Marie, Alban; Desnos, Karol; Morin, Luce; Zhang, Lu

Video Coding for Machines: Large-Scale Evaluation of DNNs Robustness to Compression Artifacts for Semantic Segmentation Inproceedings

International Workshop on Multimedia Signal Processing (MMSP), Shanghai, China

BibTeX

C39

Sourbier, Nicolas; Bonnot, Justine; Gesny, Olivier; Majorczyk, Frédéric; Desnos, Karol; Guyet, Thomas; Pelcat, Maxime

Imbalanced Classification with TPG Genetic Programming: Impact of Problem Imbalance and Selection Mechanisms Inproceedings

Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO), Boston, USA

BibTeX

C38

Honorat, Alexandre; Bourgoin, Thomas; Miomandre, Hugo; Desnos, Karol; Menard, Daniel; Nezan, Jean-François

Influence of Dataflow Graph Moldable Parameters on Optimization Criteria Inproceedings

Workshop on Design and Architectures for Signal and Image Processing (DASIP), Budapest, Hungary

BibTeX

C37

Marie, Alban; Desnos, Karol; Morin, Luce; Zhang, Lu

Expert Training: Enhancing AI Resilience to Image Coding Artifacts Inproceedings Forthcoming

Electronic Imaging, Image Processing: Algorithms and Systems XX,

BibTeX

2021

C36

Desnos, Karol; Sourbier, Nicolas; Raumer, Pierre-Yves; Gesny, Olivier; Pelcat, Maxime

GEGELATI: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs Inproceedings

Workshop on Design and Architectures for Signal and Image Processing (DASIP), Budapest, Hungary

BibTeX

2020

C35

Honorat, Alexandre; Desnos, Karol; Dardaillon, Mickaël; Nezan, Jean-François

A Fast Heuristic to Pipeline SDF Graphs Inproceedings

International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), Pythagorion, Greece

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C34

Honorat, Alexandre; Desnos, Karol; Bhattacharyya, Shuvra S; Nezan, Jean-François

Scheduling of Synchronous Dataflow Graphs with Partially Periodic Real-Time Constraints Inproceedings

Conference on Real-Time Networks and Systems (RTNS), Paris, France

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C33

Bonnot, Justine; Desnos, Karol; Menard, Daniel

Fast Kriging-based Error Evaluation for Approximate Computing Systems Inproceedings

Design, Automation and Test in Europe Conference (DATE),

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2019

C32

Honorat, Alexandre; Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François

Modeling Nested For Loops with Explicit Parallelism in Synchronous Dataflow Graphs Inproceedings

International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), Pythagorion, Greece

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C31

Palumbo, Francesca; Fanni, Tiziana; Sau, Carlo; Rodriguez, Alfonso; Madroñal, Daniel; Desnos, Karol; Morvan, Antoine; Pelcat, Maxime; Rubattu, Claudio; Lazcano, Raquel; Raffo, Luigi; de la Torre, Eduardo; Juarez, Eduardo; Sanz, Cesar; de la Roja, Pablo Sanchez

Hardware/Software Self-Adaptation in CPS: the CERBERO Project Approach Inproceedings

International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), Pythagorion, Greece

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C30

Bonnot, Justine; Desnos, Karol; Menard, Daniel

Accuracy Evaluation Based on Simulation for Finite Precition Systems Using Inferential Statistics Inproceedings

International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK

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2018

C29

Hascoet, Julien; de Dinechin, Benoit Dupont; Desnos, Karol; Nezan, Jean-François

A Distributed Framework for Low-Latency OpenVX over the RDMA NoC of a Clustered Manycore Inproceedings

High Performance Extreme Computing Conference (HPEC), Waltham, MA, USA

Abstract | Links | BibTeX

C28

Bonnot, Justine; Camus, Vincent; Desnos, Karol; Menard, Daniel

CASSIS: Characterization with Adaptive Sample-Size Inferential Statistics Applied to Inexact Circuits Inproceedings

European Signal Processing Conference (EUSIPCO), Roma, Italy

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C27

Arrestier, Florian; Desnos, Karol; Pelcat, Maxime; Heulot, Julien; Juarez, Eduardo; Menard, Daniel

Delays and States in Dataflow Models of Computation Inproceedings

International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), Pythagorion, Greece

Abstract | Links | BibTeX

C26

Bonnot, Justine; Desnos, Karol; Menard, Daniel

Stochastic Modeling to Accelerate Approximate Operators Simulation Inproceedings

International Symposium on Circuits and Systems (ISCAS),

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C25

Bonnot, Justine; Desnos, Karol; Pelcat, Maxime; Menard, Daniel

A Fast and Fuzzy Functional Simulator of Inexact Arithmetic Operators for Approximate Computing Systems Inproceedings

Great Lakes Symposium on VLSI (GLSVLSI), Chicago, USA

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C24

Madroñal, Daniel; Lazcano, Raquel; Morvan, Antoine; Salvador, Ruben; Desnos, Karol; Juarez, Eduardo; Sanz, Cesar

Automatic Instrumentation of Dataflow Application using PAPI Inproceedings

International Conference on Computing Frontiers, Ischia, Italy

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C23

Rexha, Hergys; Lafond, Sebastien; Desnos, Karol

Energy-Efficient Actor Execution for SDF Application on Heterogeneous Architectures Inproceedings

International Conference on Parallel, Distributed, and Network-Based Processing (PDP),

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C22

Miomandre, Hugo; Hascoët, Julien; Desnos, Karol; Martin, Kevin; Dinechin, Benoît Dupont De; Nezan, Jean-François

Embedded Runtime for Reconfigurable Dataflow Graphs on Manycore Architectures Inproceedings

PARMA-DITAM, Manchester, United Kingdom

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2017

C21

Hascoët, Julien; Desnos, Karol; Nezan, Jean-François; de Dinechin, Benoit Dupont

Hierarchical Dataflow Model for efficient programming of clustered manycore processors Inproceedings

International Conference on Application-specific Systems, Architectures and Processors (ASAP), Seattle, WA, USA

Abstract | Links | BibTeX

C20

Suriano, Leonardo; Rodriguez, Alfonso; Desnos, Karol; Pelcat, Maxime; de la Torre, Eduardo

Analysis of a Heterogeneous Multi-Core, Multi-HW-Accelerator-Based System Designed Using PREESM and SDSoC Inproceedings

International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), Madrid, Spain

Abstract | Links | BibTeX

C19

Deroui, Hamza; Desnos, Karol; Nezan, Jean-François; Munier-Kordon, Alix

Throughput Evaluation of DSP Applications based on Hierarchical Dataflow Models Inproceedings

International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, USA

Abstract | Links | BibTeX

C18

Deroui, Hamza; Desnos, Karol; Nezan, Jean-François; Munier-Kordon, Alix

Relaxed Subgraph Execution Model for the Throughput Evaluation of IBSDF Graphs Inproceedings

International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), Samos, Greece

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C17

Georgakarakos, Georgios; Kanur, Sudeep; Lilius, Johan; Desnos, Karol

Task-based Execution of Synchronous Dataflow Graphs for Scalable Multicore Computing Inproceedings

International Workshop on Signal Processing Systems (SiPS), Lorient, France

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2016

C16

Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Aridhi, Slaheddine

Distributed Memory Allocation Technique for Synchronous Dataflow Graphs Inproceedings

International Workshop on Signal Processing Systems (SiPS), Dallas, TX, USA

Abstract | Links | BibTeX

C15

Pelcat, Maxime; Desnos, Karol; Maggiani, Luca; Liu, Yanzhou; Heulot, Julien; Nezan, Jean-François; Bhattacharyya, Shuvra S

Models of Architecture: Reproducible Efficiency Evaluation for Signal Processing Systems Inproceedings

International Workshop on Signal Processing Systems (SiPS), Dallas, TX, USA

Abstract | Links | BibTeX

C14

Ammar, Manel; Baklouti, Mouna; Pelcat, Maxime; Desnos, Karol; Mohamed, Abid

Off-Line DVFS Integration in MDE-Based Design Space Exploration Framework for MP2SoC Systems Inproceedings

International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Paris, France

Abstract | Links | BibTeX

C13

Ammar, Manel; Baklouti, Mouna; Pelcat, Maxime; Desnos, Karol; Mohamed, Abid

On Exploiting Energy-Aware Scheduling Algorithms for MDE-Based Design Space Exploration of MP2SoC Inproceedings

International Conference on Parallel, Distributed, and Network-Based Processing (PDP), Heraklion, Greece

Abstract | Links | BibTeX

C12

Lazcano, Raquel; Sidrach-Cardona, Ignacio; Madroñal, Daniel; Desnos, Karol; Pelcat, Maxime; Juarez, Eduardo; Sanz, Cesar

Parallelism exploitation of a PCA algorithm for hyperspectral images using RVC-CAL Inproceedings

SPIE Remote Sensing, Edimburgh, UK

Abstract | Links | BibTeX

C11

Lazcano, Raquel; Madronal, Daniel; Desnos, Karol; Pelcat, Maxime; Guerra, Raul; Lopez, Sebastian; Juarez, Eduardo; Sanz, Cesar

Parallelism Exploitation of a Dimensionality Reduction Algorithm Applied to Hyperspectral Images Inproceedings

Conference on Design and Architectures for Signal and Image Processing (DASIP), Rennes, France

Abstract | Links | BibTeX

C10

Ammar, Manel; Baklouti, Mouna; Pelcat, Maxime; Desnos, Karol; Mohamed, Abid

Automatic Generation of S-LAM Descriptions from UML/MARTE for the DSE of Massively Parallel Embedded Systems Inproceedings

Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), Takamatsu, Japan.

Abstract | Links | BibTeX

2015

C9

Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Aridhi, Slaheddine

Buffer merging technique for minimizing memory footprints of Synchronous Dataflow specifications Inproceedings

International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia

Abstract | Links | BibTeX

2014

C8

Desnos, Karol; Assad, Safwan El; Arlicot, Aurore; Pelcat, Maxime; Menard, Daniel

Efficient multicore implementation of an advanced generator of discrete chaotic sequences Inproceedings

International Workshop on Chaos-Information Hiding and Security (C-IHS), London, UK

Abstract | Links | BibTeX

C7

Ammar, Manel; Baklouti, Mouna; Pelcat, Maxime; Desnos, Karol; Mohamed, Abid

MARTE to PiSDF transformation for data-intensive applications analysis Inproceedings

Conference on Design and Architectures for Signal and Image Processing (DASIP), Madrid, Spain

Abstract | Links | BibTeX

C6

Heulot, Julien; Pelcat, Maxime; Desnos, Karol; Nezan, Jean-François; Aridhi, Slaheddine

Spider: A Synchronous Parameterized and Interfaced Dataflow-based RTOS for multicore DSPS Inproceedings

Embedded Design in Education and Research Conference (EDERC), Milan, Italy

Abstract | Links | BibTeX

C5

Pelcat, Maxime; Desnos, Karol; Heulot, Julien; Guy, Clément; Nezan, Jean-François; Aridhi, Slaheddine

Preesm: A dataflow-based rapid prototyping framework for simplifying multicore DSP programming Inproceedings

Embedded Design in Education and Research Conference (EDERC), Milan, Italy

Abstract | Links | BibTeX

2013

C4

Zhou, Zheng; Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Plishker, William; Bhattacharyya, Shuvra S

Scheduling of parallelized synchronous dataflow actors Inproceedings

International Symposium on System on Chip (SoC), Tampere, Finland

Abstract | Links | BibTeX

C3

Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Bhattacharyya, Shuvra S; Aridhi, Slaheddine

PiMM: Parameterized and Interfaced dataflow Meta-Model for MPSoCs runtime reconfiguration Inproceedings

International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), Samos, Greece

Abstract | Links | BibTeX

C2

Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Aridhi, Slaheddine

Pre- and post-scheduling memory allocation strategies on MPSoCs Inproceedings

Electronic System Level Synthesis Conference (ESLsyn), Austin, TX, USA

Abstract | Links | BibTeX

2012

C1

Desnos, Karol; Pelcat, Maxime; Nezan, Jean-François; Aridhi, Slaheddine

Memory bounds for the distributed execution of a hierarchical Synchronous Data-Flow graph Inproceedings

International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), Samos, Greece

Abstract | Links | BibTeX

Demonstrations

2019

D4

Pelcat, Maxime; Desnos, Karol; Menard, Daniel; Arrestier, Florian; Honorat, Alexandre; Rubattu, Claudio; Morvan, Antoine; Heulot, Julien; Nezan, Jean-François

PREESM: Generating Energy-Optimized Adaptive Software on a Heterogeneous Platform with Preesm Miscellaneous

Abstract | BibTeX

2017

D3

Miomandre, Hugo; Hascoët, Julien; Desnos, Karol; Martin, Kevin; Dinechin, Benoît Dupont De; Nezan, Jean-François

Demonstrating the SPIDER Runtime for Reconfigurable Dataflow Graphs Execution onto a DMA-based Manycore Processor Miscellaneous

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2015

D2

Raffin, Erwan; Nogues, Erwan; Lacour, Morgan; Pelcat, Maxime; Menard, Daniel; Desnos, Karol; Nezan, Jean François

Real-Time Low Power Software HEVC Decoder on Embedded GPP: A Side-by-Side Comparison Miscellaneous

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2012

D1

Heulot, Julien; Desnos, Karol; Nezan, Jean-François; Pelcat, Maxime; Raulet, Mickaël; Yviquel, Hervé; Lagalaye, Perre-Laurent; Lann, Jean-Christophe Le

An Experimental Toolchain Based on High-Level Dataflow Models of Computation for Heterogeneous MPSoC Miscellaneous

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Technical Reports

2021

T5

Bourgoin, Thomas; Sourbier, Nicolas; Dardaillon, Mickaël; Desnos, Karol

Génération de code pour une bibliothèque d'apprentissage par renforcement Technical Report

Links | BibTeX

2020

T4

Raumer, Pierre-Yves; Sourbier, Nicolas; Dardaillon, Mickaël; Pelcat, Maxime; Desnos, Karol

Reinforcement Learning Library based on Tangled Program Graphs: Development of New Learning Environments and Library Features Technical Report

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2017

T3

Dejean-Servières, Mathieu; Desnos, Karol; Abdelouahab, Kamel; Hamidouche, Wassim; Morin, Luce; Pelcat, Maxime

Study of the Impact of Standard Image Compression Techniques on Performance of Image Classification with a Convolutional Neural Network Technical Report

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2015

T2

Pelcat, Maxime; Desnos, Karol; Maggiani, Luca; Liu, Yanzhou; Heulot, Julien; Nezan, Jean-François; Bhattacharyya, Shuvra S

Models of Architecture Technical Report

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2014

T1

Pelcat, Maxime; Desnos, Karol; Heulot, Julien; Guy, Clément; Nezan, Jean-François; Aridhi, Slaheddine

Dataflow-based rapid prototyping for multicore DSP systems Technical Report

Links | BibTeX