Journal articles

2023

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Walther Carballo-Hernández, Maxime Pelcat, Shuvra S. Bhattacharyya, Ricardo Carmona-Galán, François Berry. Flydeling: Streamlined Performance Models for Hardware Acceleration of CNNs through System Identification. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2023, 8 (3), pp.1-33. ⟨10.1145/3594870⟩. ⟨hal-04223053⟩

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Walther Carballo-Hernández, Maxime Pelcat, Maxime Pelcat, François Berry. Automatic CNN Model Partitioning for GPU/FPGA-based Embedded Heterogeneous Accelerators using Geometric Programming. Journal of Signal Processing Systems, 2023, 95, pp.1203-1218. ⟨10.1007/s11265-023-01898-0⟩. ⟨hal-04289176⟩

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2022

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Nicolas Sourbier, Karol Desnos, Thomas Guyet, Frédéric Majorczyk, Olivier Gesny, et al.. SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs. Journal of Signal Processing Systems, 2022, Design and Architectures for Signal and Image Processing 2021, 94 (7), pp.753-770. ⟨10.1007/s11265-021-01728-1⟩. ⟨hal-03554393⟩

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2021

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Saman Payvar, Maxime Pelcat, Timo D. Hamalainen. A model of architecture for estimating GPU processing performance and power. Design Automation for Embedded Systems, 2021, 25 (1), pp.43-63. ⟨10.1007/s10617-020-09244-4⟩. ⟨hal-03156001⟩

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Claudio Rubattu, Francesca Palumbo, Shuvra S. Bhattacharyya, Maxime Pelcat. PathTracer: Understanding Response Time of Signal Processing Applications on Heterogeneous MPSoCs. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2021, 6 (4), pp.1-30. ⟨10.1145/3513003⟩. ⟨hal-04750275⟩

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2020

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Jonathan Bonnard, K. Abdelouahab, Maxime Pelcat, F. Berry. On building a CNN-based multi-view smart camera for real-time object detection. Microprocessors and Microsystems: Embedded Hardware Design , 2020, 77, pp.103177. ⟨10.1016/j.micpro.2020.103177⟩. ⟨hal-02931775⟩

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Federico Civerchia, Maxime Pelcat, Luca Maggiani, Koteswararao Kondepu, Piero Castoldi, et al.. Is OpenCL Driven Reconfigurable Hardware Suitable for Virtualising 5G Infrastructure?. IEEE Transactions on Network and Service Management, 2020, 17 (1-1), ⟨10.1109/TNSM.2020.2964392⟩. ⟨hal-02491338⟩

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Naty Sidaty, Julien Heulot, Wassim Hamidouche, Maxime Pelcat, Daniel Menard. Software HEVC video decoder: towards an energy saving for mobile applications. Multimedia Tools and Applications, 2020, 79 (37-38), pp.26861-26884. ⟨10.1007/s11042-020-09025-y⟩. ⟨hal-02851418⟩

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2019

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Alexandre Mercat, Florian Arrestier, Maxime Pelcat, Wassim Hamidouche, Daniel Menard. Probabilistic Approach Versus Machine Learning for One-Shot Quad-Tree Prediction in an Intra HEVC Encoder. Journal of Signal Processing Systems, 2019, 91 (9), pp.1021-1037. ⟨10.1007/s11265-018-1426-z⟩. ⟨hal-02152006v2⟩

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Alexandre Mercat, Florian Arrestier, Maxime Pelcat, Wassim Hamidouche, Daniel Menard. On predicting the HEVC intra quad-tree partitioning with tunable energy and rate-distortion. Journal of Real-Time Image Processing, 2019, 16 (1), pp.161-174. ⟨10.1007/s11554-018-0809-5⟩. ⟨hal-01929171⟩

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Erwan Nogues, Daniel Ménard, Maxime Pelcat. Algorithmic-level Approximate Computing Applied to Energy Efficient HEVC Decoding. IEEE Transactions on Emerging Topics in Computing, 2019, 7 (1), pp.5-17. ⟨10.1109/TETC.2016.2593644⟩. ⟨hal-01354638⟩

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Claudio Rubattu, Francesca Palumbo, Carlo Sau, Rubén Salvador, Jocelyn Sérot, et al.. Dataflow-Functional High-Level Synthesis for Coarse-Grained Reconfigurable Accelerators. IEEE Embedded Systems Letters, 2019, 11 (3), pp.69-72. ⟨10.1109/LES.2018.2882989⟩. ⟨hal-02062002⟩

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L. Suriano, F. Arrestier, A. Rodríguez, Julien Heulot, Karol Desnos, et al.. DAMHSE Programming heterogeneous MPSoCs with hardware acceleration using dataflow-based design space exploration and automated rapid prototyping. Microprocessors and Microsystems: Embedded Hardware Design , 2019, 71, pp.102882. ⟨10.1016/j.micpro.2019.102882⟩. ⟨hal-02309549⟩

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2018

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Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid. Comparing Three Clustering-based Scheduling Methods for Energy-Aware Rapid Design of MP2SoCs. Journal of Signal Processing Systems, 2018, 90 (4), pp.537-570. ⟨10.1007/s11265-017-1261-7⟩. ⟨hal-01761220⟩

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Maxime Pelcat, Alexandre Mercat, Karol Desnos, Luca Maggiani, Yanzhou Liu, et al.. Reproducible Evaluation of System Efficiency with a Model of Architecture: From Theory to Practice. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018, 37 (10), pp.2050 - 2063. ⟨10.1109/TCAD.2017.2774822⟩. ⟨hal-01646738⟩

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2017

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Kamel Abdelouahab, Maxime Pelcat, Jocelyn Sérot, Cédric Bourrasset, François Berry. Tactics to Directly Map CNN graphs on Embedded FPGAs. IEEE Embedded Systems Letters, 2017, 9 (4), pp.113 - 116. ⟨10.1109/LES.2017.2743247⟩. ⟨hal-01626462⟩

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Simon Holmbacka, Erwan Nogues, Maxime Pelcat, Sébastien Lafond, Daniel Menard, et al.. Energy-Awareness and Performance Management with Parallel Dataflow Applications. Journal of Signal Processing Systems, 2017, 87 (1), pp.33-48. ⟨10.1007/s11265-015-1059-4⟩. ⟨hal-01228447⟩

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R. Lazcano, D. Madronal, Ruben Salvador, Karol Desnos, Maxime Pelcat, et al.. Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture. Journal of Systems Architecture, 2017, 77, pp.101-111. ⟨10.1016/j.sysarc.2017.05.001⟩. ⟨hal-01622064⟩

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Alexandre Mercat, Justine Bonnot, Maxime Pelcat, Karol Desnos, Wassim Hamidouche, et al.. Smart Search Space Reduction for Approximate Computing: a Low Energy HEVC Encoder Case Study. Journal of Systems Architecture, 2017. ⟨hal-02136709⟩

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Erwan Nogues, Julien Heulot, Glenn Herrou, Ladislas Robin, Maxime Pelcat, et al.. Efficient DVFS for low power HEVC software decoder. Journal of Real-Time Image Processing, 2017, 13 (1), pp.39-54. ⟨10.1007/s11554-016-0624-9⟩. ⟨hal-01354629⟩

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Carlo Sau, Francesca Palumbo, Maxime Pelcat, Julien Heulot, Erwan Nogues, et al.. Challenging the Best HEVC Fractional Pixel FPGA Interpolators With Reconfigurable and Multifrequency Approximate Computing. IEEE Embedded Systems Letters, 2017, 9 (3), pp.65 - 68. ⟨10.1109/LES.2017.2703585⟩. ⟨hal-01667826⟩

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2016

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Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid. MDE-based Rapid DSE of multi-core embedded systems: The H.264 Decoder Case Study. Journal of Microelectronics, Electronic Components and Materials, 2016, 46 (4), pp.219--228. ⟨hal-01502348⟩

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Karol Desnos, Maxime Pelcat, Jean François Nezan, Slaheddine Aridhi. On Memory Reuse Between Inputs and Outputs of Dataflow Actors. ACM Transactions on Embedded Computing Systems (TECS), 2016, 15 (2), pp.30. ⟨10.1145/2871744⟩. ⟨hal-01284333⟩

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John Mcallister, Maire O’neill, Maxime Pelcat. Guest Editorial: New Frontiers in Signal Processing Applications and Embedded Processing Technologies. Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, 2016. ⟨hal-01415970⟩

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F. Palumbo, Maxime Pelcat, Daniel Menard. Introduction to the 2nd workshop on design of low Power EMbedded Systems. 2016 ACM International Conference on Computing Frontiers - Proceedings, 2016. ⟨hal-01368101⟩

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Erwan Raffin, Erwan Nogues, Wassim Hamidouche, Seppo Tomperi, Maxime Pelcat, et al.. Low Power HEVC Software Decoder for Mobile Devices. Journal of Real-Time Image Processing, 2016, 12 (2), pp.495-507. ⟨10.1007/s11554-015-0512-8⟩. ⟨hal-01334099⟩

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Zheng Zhou, William Plishker, Shuvra S Bhattacharyya, Karol Desnos, Maxime Pelcat, et al.. Scheduling of Parallelized Synchronous Dataflow Actors for Multicore Signal Processing. Journal of Signal Processing Systems, 2016, 83 (3), pp.309-328. ⟨10.1007/s11265-014-0956-2⟩. ⟨hal-01075092⟩

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2015

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Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi. Memory Analysis and Optimized Allocation of Dataflow Applications on Shared-Memory MPSoCs. Journal of Signal Processing Systems, 2015, 80 (1), pp.19-37. ⟨10.1007/s11265-014-0952-6⟩. ⟨hal-01083576v2⟩

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2009

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Maxime Pelcat, Jonathan Piat, Matthieu Wipliez, Jean François Nezan, Slaheddine Aridhi. An Open Framework for Rapid Prototyping of Signal Processing Applications. EURASIP Journal on Embedded Systems, 2009, vol 2009, pp14. ⟨hal-00429312⟩

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Conference papers

2024

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Eloïse Delolme, Viktor Fischer, Florent Bernard, Nathalie Bochard, Maxime Pelcat. Beyond Total Locking : Demonstrating and Measuring Mutual Influence on a RO-Based True Random Number Generator on an FPGA. 37th IEEE International System-on-Chip Conference, Sep 2024, Dresden, Germany. ⟨ujm-04649086⟩

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Eloïse Delolme, Viktor Fischer, Florent Bernard, Nathalie Bochard, Maxime Pelcat. Beyond Total Locking: Demonstrating and Measuring Mutual Influence on a RO-Based True Random Number Generator on an FPGA. 2024 IEEE 37th International System-on-Chip Conference (SOCC), Sep 2024, Dresden, Germany. pp.1-6, ⟨10.1109/socc62300.2024.10737851⟩. ⟨hal-04817115⟩

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Joseph W Faye, Naouel Haggui, Florent Kermarrec, Kevin J M Martin, Shuvra Bhattacharyya, et al.. Scratchy : A Class of Adaptable Architectures with Software-Managed Communication for Edge Streaming Applications. DASIP 2024: Workshop on Design and Architectures for Signal and Image Processing, Jan 2024, Munich (Allemagne), Germany. ⟨hal-04509310⟩

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Olivier Weppe, Jérôme Chossat, Thibaut Marty, Jean-Christophe Prévotet, Maxime Pelcat. Streamlined Models of CMOS Image Sensors Carbon Impacts. Digital System Design (DSD) 2024, Aug 2024, Paris, France. ⟨hal-04632499v2⟩

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2023

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Eloïse Delolme, Florent Bernard, Viktor Fischer, David Lubicz, Maxime Pelcat. Locking phenomenon on ring oscillators used in True Random Number Generators. Cryptographic architectures embedded in logic devices, Jun 2023, Castro Urdiales, Spain. ⟨ujm-04220144⟩

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Jeremy Guillaume, Maxime Pelcat, Amor Nafkha, Ruben Salvador. Attacking at non-harmonic frequencies in screaming-channel attacks. 22nd Smart Card Research and Advanced Application Conference (CARDIS 2023), Nov 2023, Amsterdam, Netherlands. pp.1--20. ⟨hal-04309083v2⟩

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May Myat Thu, Maria Mendez Real, Maxime Pelcat, Philippe Besnier. Bus Electrocardiogram: Vulnerability of SoC-FPGA Internal AXI Buses to Electromagnetic Side-Channel Analysis. International Symposium and Exhibition on Electromagnetic Compatibility (EMC Europe 2023), Sep 2023, Kraków, Poland. Paper ID: 249. ⟨hal-04091760⟩

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May Myat Thu, Maria Mendez Real, Maxime Pelcat, Philippe Besnier. Bus Electrocardiogram: Vulnerability of SoC-FPGA Internal AXI Bus to Electromagnetic Side-Channel Analysis. 2023 International Symposium on Electromagnetic Compatibility - EMC Europe, EMC Europe 2023, Sep 2023, Krakow, Poland. ⟨10.1109/EMCEurope57790.2023.10274170⟩. ⟨hal-04282363⟩

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May Myat Thu, Maria Mendez Real, Maxime Pelcat, Philippe Besnier. You only Get One-Shot: Eavesdropping Input Images to Neural Network by Spying SoC-FPGA Internal Bus. 18th International Conference on Availability, Reliability and Security, ARES 2023, Aug 2023, Benevento, Italy. pp.31, ⟨10.1145/3600160.3600189⟩. ⟨hal-04226071⟩

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2022

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Pedro Ciambra, Mickaël Dardaillon, Maxime Pelcat, Hervé Yviquel. Co-optimizing Dataflow Graphs and Actors with MLIR. 2022 IEEE Workshop on Signal Processing Systems (SiPS), Nov 2022, Rennes, France. ⟨hal-03845902⟩

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Karol Desnos, Thomas Bourgoin, Mickael Dardaillon, Nicolas Sourbier, Olivier Gesny, et al.. Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs. 2022 IEEE Workshop on Signal Processing Systems (SiPS), Nov 2022, Rennes, France. pp.1-6, ⟨10.1109/SiPS55645.2022.9919237⟩. ⟨hal-03845227⟩

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Jeremy Guillaume, Maxime Pelcat, Amor Nafkha, Rubén Salvador. Virtual Triggering: a Technique to Segment Cryptographic Processes in Side-Channel Traces. 36th IEEE Workshop on Signal Processing Systems (SIPS 2022), IEEE, Nov 2022, Rennes, France. ⟨hal-03830070⟩

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Nicolas Sourbier, Justine Bonnot, Karol Desnos, Frédéric Majorczyk, Olivier Gesny, et al.. Imbalanced Classification with TPG Genetic Programming: Impact of Problem Imbalance and Selection Mechanisms. GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. pp.1-4, ⟨10.1145/3520304.3529008⟩. ⟨hal-03699228v2⟩

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2021

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Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer, Olivier Gesny, Maxime Pelcat. Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs. Workshop on Design and Architectures for Signal and Image Processing (DASIP), Jan 2021, Budapest, Hungary. ⟨10.1145/3441110.3441575⟩. ⟨hal-03057652v2⟩

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Claudion Rubattu, Francesca Palumbo, Shuvra S Bhattacharyya, Maxime Pelcat. PathTracing: Raising the Level of Understanding of Processing Latency in Heterogeneous MPSoCs. DroneSE and RAPIDO '21: Methods and Tools, Jan 2021, Budapest, Hungary. pp.46-50, ⟨10.1145/3444950.3447282⟩. ⟨hal-03157462⟩

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2020

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Florian Lemarchand, Eduardo Fernandes Montesuma, Maxime Pelcat, Erwan Nogues. OPENDENOISING: AN EXTENSIBLE BENCHMARK FOR BUILDING COMPARATIVE STUDIES OF IMAGE DENOISERS. ICASSP 2020-IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelone, Spain. ⟨hal-02477648⟩

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Florian Lemarchand, Cyril Marlin, Florent Montreuil, Erwan Nogues, Maxime Pelcat. ELECTRO-MAGNETIC SIDE-CHANNEL ATTACK THROUGH LEARNED DENOISING AND CLASSIFICATION. ICASSP 2020-IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨10.1109/ICASSP40776.2020.9053913⟩. ⟨hal-02477654⟩

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Florian Lemarchand, Thomas Findeli, Erwan Nogues, Maxime Pelcat. NoiseBreaker: Gradual Image Denoising Guided by Noise Analysis. IEEE Workshop on Multimedia Signal Processing 2020 (MMSP2020), Sep 2020, Tampere (virtual ), Finland. ⟨hal-03020139⟩

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S. Yuan, R. Timofte, A. Leonardis, G. Slabaugh, X. Luo, et al.. NTIRE 2020 challenge on image demoireing: Methods and results. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020, Jun 2020, Seattle, United States. pp.1882-1893, ⟨10.1109/CVPRW50498.2020.00238⟩. ⟨hal-03102720⟩

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2019

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W. Carballo-Hernández, F. Berry, Maxime Pelcat, M. Arias-Estrada. PhD Forum Towards embedded heterogeneous FPGA-GPU smart camera architectures for CNN inference. 13th International Conference on Distributed Smart Cameras, ICDSC 2019, Sep 2019, Trento, Italy. pp.a34, ⟨10.1145/3349801.3357136⟩. ⟨hal-02365853⟩

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F. Civerchia, P. Castoldi, L. Valcarenghi, Maxime Pelcat. Exploiting reconfigurable computing in 5G A case study of latency critical function Invited Paper. 20th IEEE International Conference on High Performance Switching and Routing, HPSR 2019, May 2019, Xi'an, China. pp.8808120, ⟨10.1109/HPSR.2019.8808120⟩. ⟨hal-02309550⟩

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F. Civerchia, Maxime Pelcat, P. Castoldi, L. Valcarenghi. WB3.2-Exploiting Programmable and Reconfigurable Hardware in 5G (Invited). 2019 IEEE Photonics Society Summer Topical Meeting Series, SUM 2019, Jul 2019, Fort Lauderdale, United States. pp.8795003, ⟨10.1109/PHOSST.2019.8795003⟩. ⟨hal-02309556⟩

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Alexandre Honorat, Karol Desnos, Maxime Pelcat, Jean-François Nezan. Modeling Nested for Loops with Explicit Parallelism in Synchronous DataFlow Graphs. Embedded Computer Systems: Architectures, Modeling, and Simulation, Jul 2019, Pythagorion, Samos Island, Greece. pp.269-280, ⟨10.1007/978-3-030-27562-4_19⟩. ⟨hal-02267487v2⟩

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Florian Lemarchand, Erwan Nogues, Maxime Pelcat. Real-Time Image Denoising with Embedded Deep Learning: Review, Perspectives and Application to Information System Security. RESSI19, May 2019, Erquy, France. ⟨hal-02082855⟩

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Florian Lemarchand, Cyril Marlin, Florent Montreuil, Erwan Nogues, Maxime Pelcat. ToxicIA : Apprentissage Profond Appliqué à l'Analyse des Signaux Parasites Compromettants. C&ESAR 2019 IA & Défense, Nov 2019, Rennes, France. ⟨hal-02378314⟩

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E. Nogues, A. Mercat, F. Arrestier, Maxime Pelcat, Daniel Menard. Convex Energy Optimization of Streaming Applications for MPSoCs. 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019, Brighton, United Kingdom. ⟨hal-02302603⟩

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F. Palumbo, T. Fanni, C. Sau, L. Pulina, L. Raffo, et al.. CERBERO Cross-layer modEl-based fRamework for multi-oBjective dEsign of Reconfigurable systems in unceRtain hybRid envirOnments. 16th ACM International Conference on Computing Frontiers, CF 2019, Apr 2019, Alghero, Italy. pp.320-325, ⟨10.1145/3310273.3323436⟩. ⟨hal-02161022⟩

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F. Palumbo, T. Fanni, C. Sau, A. Rodríguez, D. Madronal, et al.. Hardware/Software self-adaptation in CPS The CERBERO project approach. 19th International Conference on Embedded Computer Systems Architectures, Modeling, and Simulation, SAMOS 2019, Jul 2019, Pythagorion, Greece. pp.416-428, ⟨10.1007/978-3-030-27562-4_30⟩. ⟨hal-02309555⟩

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S. Payvar, J. Boutellier, C. Rubattu, Maxime Pelcat, Antoine Morvan. Extending architecture modeling for signal processing towards GPUs. 27th European Signal Processing Conference, EUSIPCO 2019, Sep 2019, Coruña, Spain. ⟨10.23919/EUSIPCO.2019.8903094⟩. ⟨hal-02442752⟩

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2018

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Kamel Abdelouahab, Maxime Pelcat, François Berry. The Challenge of Multi-Operand Adders in CNNs on FPGAs: How Not to Solve It!. 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS '18), Jul 2018, Pythagorion, Greece. pp.157-160, ⟨10.1145/3229631.3235024⟩. ⟨hal-01902952⟩

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Florian Arrestier, Karol Desnos, Maxime Pelcat, Julien Heulot, Eduardo Juarez, et al.. Delays and States in Dataflow Models of Computation. SAMOS XVIII, Jul 2018, Pythagorion, Greece. ⟨10.1145/3229631.3229645⟩. ⟨hal-01850252⟩

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Justine Bonnot, Karol Desnos, Maxime Pelcat, Daniel Menard. A Fast and Fuzzy Functional Simulator of Inexact Arithmetic Operators for Approximate Computing Systems. GLSVLSI 2018, May 2018, Chicago, United States. ⟨10.1145/3194554.3194574⟩. ⟨hal-01812719⟩

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Alexandre Mercat, Florian Arrestier, Maxime Pelcat, Wassim Hamidouche, Daniel Menard. Machine Learning Based Choice of Characteristics for the One-Shot Determination of the HEVC Intra Coding Tree. 2018 Picture Coding Symposium (PCS), Jun 2018, San Francisco, France. ⟨10.1109/PCS.2018.8456261⟩. ⟨hal-01874891⟩

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2017

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El Mehdi Abdali, Maxime Pelcat, François Berry, Jean-Philippe Diguet, Francesca Palumbo. Exploring the Performance of Partially Reconfigurable Point-to-point Interconnects. 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC 2017), Jul 2017, Madrid, Spain. ⟨10.1109/ReCoSoC.2017.8016160⟩. ⟨hal-01629054v2⟩

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K. Abdelouahab, Maxime Pelcat, F. Berry. PhD forum: Why TanH is a hardware friendly activation function for CNNs. 11th International Conference on Distributed Smart Cameras, ICDSC 2017, Sep 2017, Stanford, United States. ⟨10.1145/3131885.3131937⟩. ⟨hal-01687764⟩

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Kamel Abdelouahab, Maxime Pelcat, François Berry. PhD Forum: Why TanH can be a Hardware Friendly Activation Function for CNNs. Proceedings of the 11th International Conference on Distributed Smart Cameras - ICDSC 2017, Sep 2017, Stanford, CA, United States. ⟨hal-01654697⟩

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Kamel Eddine Abdelouahab, Maxime Pelcat, Jocelyn Sérot, François Berry, Jean-Charles Quinton. Direct Hardware Mapping of CNNs on FPGA-Based Smart Cameras. Workshop on Architecture of Smart Cameras, Jun 2017, Cordoba, Spain. ⟨hal-01967273⟩

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Alexandre Mercat, Florian Arrestier, Maxime Pelcat, Wassim Hamidouche, Daniel Menard. Prediction of quad-tree partitioning for budgeted energy HEVC encoding. 2017 IEEE International Workshop on Signal Processing Systems (SiPS), Oct 2017, Lorient, France. ⟨10.1109/SiPS.2017.8110025⟩. ⟨hal-01689183⟩

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Alexandre Mercat, Justine Bonnot, Maxime Pelcat, Wassim Hamidouche, Daniel Menard. Exploiting Computation Skip to Reduce Energy Consumption by Approximate Computing, an HEVC Encoder Case Study. Design, Automation and Test in Europe, Mar 2017, Lausanne, Switzerland, Switzerland. ⟨hal-02136715⟩

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Alexandre Mercat, Florian Arrestier, Wassim Hamidouche, Maxime Pelcat, Daniel Menard. Constrain the Docile CTUs: an In-Frame Complexity Allocator for HEVC Intra Encoders. ICASSP2017, Mar 2017, New Orleans, United States. ⟨hal-01498495⟩

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Alexandre Mercat, Florian Arrestier, Wassim Hamidouche, Maxime Pelcat, Daniel Menard. Energy Reduction Opportunities in an HEVC Real-Time Encoder. ICASSP 2017, Mar 2017, New Orleans, United States. ⟨hal-01498493⟩

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Naty Sidaty, Julien Heulot, Wassim Hamidouche, Maxime Pelcat, Daniel Menard. Reducing Computational Complexity in HEVC Decoder for Mobile Energy Saving. European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Nos Island, Greece. ⟨hal-01580542⟩

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L. Suriano, A. Rodriguez, Karol Desnos, Maxime Pelcat, E. de La Torre. Analysis of a heterogeneous multi-core, multi-hw-accelerator-based system designed using PREESM and SDSoC. 12th International Symposium on Reconfigurable Communication-Centric Systems-on-Chip, ReCoSoC 2017, Jul 2017, Madrid, Spain. ⟨10.1109/ReCoSoC.2017.8016151⟩. ⟨hal-01622393⟩

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2016

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E.M. Abdali, Maxime Pelcat, F. Berry, J.-P. Diguet, D. Heller. Task clustering approach to optimize the scheduling on a partially dynamically reconfigurable FPGAs for image processing algorithms. 10th International Conference on Distributed Smart Cameras, ICDSC 2016, Sep 2016, Paris, France. pp.230--231, ⟨10.1145/2967413.2974042⟩. ⟨hal-01380635⟩

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Kamel Abdelouahab, François Berry, Maxime Pelcat. Propagation of Quantification Error Over Convolutional Neural Network layers: PhD Forum. Proceedings of the 10th International Conference on Distributed Smart Camera, 2016, Paris, France. pp.226--227. ⟨hal-01626467⟩

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Kamel Eddine Abdelouahab, Cédric Bourrasset, Maxime Pelcat, François Berry, Jean-Charles Quinton, et al.. A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA. Proceedings of the 10th International Conference on Distributed Smart Cameras - ICDSC'16, Sep 2016, Paris, France. ⟨hal-01415955⟩

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Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid. On Exploiting Energy-Aware Scheduling Algorithms for MDE-Based Design Space Exploration of MP2SoC. 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2016), Feb 2016, Heraklion, Greece. pp.643-650, ⟨10.1109/PDP.2016.110⟩. ⟨hal-01305971⟩

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M. Ammar, M. Baklouti, Maxime Pelcat, Karol Desnos, M. Abid. Off-line DVFS integration in MDE-based design space exploration framework for MP2SoC systems. 25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2016, Jun 2016, Paris, France. pp.160--165, ⟨10.1109/WETICE.2016.43⟩. ⟨hal-01368137⟩

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Sébastien Caux, Edouard Hendrickx, François Berry, Maxime Pelcat, Jocelyn Sérot. Demo GPStudio: a toolchain for FPGA-based Smart Cameras: Demo Paper. Proceedings of the 10th International Conference on Distributed Smart Camera, 2016, Unknown, Unknown Region. pp.214--215. ⟨hal-01626469⟩

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Miguel Chavarrias, Fernando Pescador, Matias Garrido, Maxime Pelcat, Eduardo Juarez. Design of Multicore HEVC Decoders Using Actor-based Dataflow Models and OpenMP. 2016 IEEE International Conference on Consumer Electronics, Jan 2016, Las Vegas, United States. ⟨10.1109/icce.2016.7430616⟩. ⟨hal-01239260⟩

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Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi. Distributed Memory Allocation Technique for Synchronous Dataflow Graphs. 2016 IEEE International Workshop on Signal Processing Systems, IEEE; IEEE Signal Processing Society; IEEE CAS, Oct 2016, Dallas, TX, United States. ⟨10.1109/SiPS.2016.16⟩. ⟨hal-01390486⟩

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R. Lazcano, I. Sidrach-Cardona, D. Madroñal, Karol Desnos, Maxime Pelcat, et al.. Parallelism exploitation of a PCA algorithm for hyperspectral images using RVC-CAL. High-Performance Computing in Geoscience and Remote Sensing VI, Sep 2016, Edinburgh, United Kingdom. ⟨10.1117/12.2241643⟩. ⟨hal-01484535⟩

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Raquel Lazcano, Daniel Madroñal, Karol Desnos, Maxime Pelcat, Raúl Guerra, et al.. Parallelism Exploitation of a Dimensionality Reduction Algorithm Applied to Hyperspectral Images. Conference on Design and Architectures for Signal and Image Processing (DASIP), Oct 2016, Rennes, France. ⟨hal-01415948⟩

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Alexandre Mercat, Wassim Hamidouche, Maxime Pelcat, Daniel Menard. Estimating encoding complexity of a real-time embedded software HEVC codec. Conference on Design and Architectures for Signal and Image Processing (DASIP), ECSI, Oct 2016, Rennes, France. ⟨10.1109/DASIP.2016.7853792⟩. ⟨hal-01498474⟩

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Erwan Nogues, Maxime Pelcat, Daniel Menard, Alexandre Mercat. Energy Efficient Scheduling of Real Time Signal Processing Applications through Combined DVFS and DPM . 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP) , Feb 2016, Heraklion, Greece. ⟨10.1109/PDP.2016.15⟩. ⟨hal-01299607⟩

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Francesca Palumbo, Carlo Sau, Davide Evangelista, Paolo Meloni, Maxime Pelcat, et al.. Runtime Energy versus Quality Tuning in Motion Compensation Filters for HEVC. 14 th IFAC INTERNATIONAL CONFERENCE on PROGRAMMABLE DEVICES and EMBEDDED SYSTEMS (PDeS), Oct 2016, Brno, Czech Republic. ⟨hal-01415965⟩

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Maxime Pelcat, Cédric Bourrasset, Luca Maggiani, François Berry. Design Productivity of a High Level Synthesis Compiler versus HDL. 2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (IC-SAMOS 2016), Jul 2016, Agios Konstantinos, SAMOS, Greece. ⟨10.1109/SAMOS.2016.7818341⟩. ⟨hal-01358210⟩

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Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, et al.. Models of Architecture: Reproducible Efficiency Evaluation for Signal Processing Systems. International Workshop on Signal Processing Systems, Oct 2016, Dallas, United States. ⟨hal-01390508⟩

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ref_biblio

Erwan Raffin, Wassim Hamidouche, Erwan Nogues, Maxime Pelcat, Daniel Menard. Scalable HEVC Decoder for Mobile Devices: Trade-offs between Energy Consumption and Quality. Conference on Design and Architectures for Signal and Image Processing (DASIP), Oct 2016, Rennes, France. ⟨hal-01415938⟩

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ref_biblio

Erwan Raffin, W. Hamidouche, E. Nogues, Maxime Pelcat, Daniel Menard. Scalable HEVC decoder for mobile devices: Trade-off between energy consumption and quality. 2016 Conference on Design and Architectures for Signal and Image Processing, DASIP 2016, Oct 2016, Rennes, France. pp.18--25, ⟨10.1109/DASIP.2016.7853791⟩. ⟨hal-01508042⟩

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C. Sau, T. Fanni, P. Meloni, L. Raffo, Maxime Pelcat, et al.. Demo: Reconfigurable Platform Composer Tool. 2016 Conference on Design and Architectures for Signal and Image Processing, DASIP 2016, Oct 2016, Rennes, France. pp.245--246, ⟨10.1109/DASIP.2016.7853835⟩. ⟨hal-01508049⟩

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2015

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Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi. Buffer Merging Technique for Minimizing Memory Footprints of Synchronous Dataflow Specifications. International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. pp.1111-1115, ⟨10.1109/icassp.2015.7178142⟩. ⟨hal-01146340⟩

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ref_biblio

Erwan Nogues, Erwan Raffin, Maxime Pelcat, Daniel Ménard. Décodeur Video HEVC basse consommation. XXVème colloque GRETSI, Sep 2015, Lyon, France. ⟨hal-01197057⟩

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ref_biblio

Erwan Nogues, Erwan Raffin, Maxime Pelcat, Daniel Menard. A modified HEVC decoder for low power decoding. 12th ACM International Conference on Computing Frontiers, May 2015, Ischia, France. ⟨10.1145/2742854.2747284⟩. ⟨hal-01157934⟩

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Erwan Nogues, Berrada Romain, Maxime Pelcat, Daniel Menard, Erwan Raffin. A DVFS based HEVC decoder for energy-efficient software implementation on embedded processors. IEEE International Conference on Multimedia and Expo (ICME), Jun 2015, Torino, Italy. ⟨10.1109/ICME.2015.7177406⟩. ⟨hal-01184630⟩

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Erwan Nogues, Morgan Lacour, Erwan Raffin, Maxime Pelcat, Daniel Menard. LOW POWER SOFTWARE HEVC DECODER DEMO FOR MOBILE DEVICES. IEEE International Conference on Multimedia and Expo (ICME), Jun 2015, Torino, Italy. ⟨hal-01184523⟩

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ref_biblio

Erwan Raffin, Wassim Hamidouche, Erwan Nogues, Maxime Pelcat, Daniel Menard, et al.. Energy Efficiency of a Parallel HEVC Software Decoder for Embedded Devices. Computing Frontiers, May 2015, Ischia, Italy. pp.62:1--62:6, ⟨10.1145/2742854.2747286⟩. ⟨hal-01154295⟩

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Erwan Raffin, Erwan Nogues, Morgan Lacour, Maxime Pelcat, Daniel Menard, et al.. Real-Time Low Power Software HEVC Decoder on Embedded GPP: A Side-by-Side Comparison. Design and Architectures for Signal and Image Processing (DASIP), Sep 2015, Cracow, Poland. ⟨hal-01205912⟩

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2014

ref_biblio

Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohammed Abid. MARTE to PiSDF transformation for data-intensive applications analysis. Design & Architectures for Signal & Image Processing (DASIP), Oct 2014, Madrid, Spain. ⟨hal-01122725⟩

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Karol Desnos, Safwan El Assad, Aurore Arlicot, Maxime Pelcat, Daniel Ménard. Efficient Multicore Implementation of An Advanced Generator of Discrete Chaotic Sequences. Chaos-Information Hiding and Security (CIHS), International Workshop on, Dec 2014, London, United Kingdom. ⟨hal-01094677⟩

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Julien Heulot, Maxime Pelcat, Jean-François Nezan, Yaset Oliva, Slaheddine Aridhi, et al.. Just-In-Time Scheduling Techniques for Multicore Signal Processing Systems. GlobalSIP14, Dec 2014, Atlanta, United States. ⟨hal-01101790⟩

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Julien Heulot, Judicaël Menant, Maxime Pelcat, Jean-François Nezan, Luce Morin, et al.. Demonstrating a Dataflow-based RTOS for Heterogeneous MPSoC by means of a Stereo Matching Application. DASIP 2014, Oct 2014, Madrid, Spain. ⟨hal-01101788⟩

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Julien Heulot, Maxime Pelcat, Karol Desnos, Jean François Nezan, Slaheddine Aridhi. SPIDER: A Synchronous Parameterized and Interfaced Dataflow-Based RTOS for Multicore DSPs. EDERC, Sep 2014, Milan, Italy. pp.167. ⟨hal-01067052⟩

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ref_biblio

Simon Holmbacka, Erwan Nogues, Maxime Pelcat, Sébastien Lafond, Johan Lilius. Energy Efficiency and Performance Management of Parallel Dataflow Applications. The 2014 Conference on Design & Architectures for Signal & Image Processing, Oct 2014, Madrid, Spain. ⟨hal-01078573⟩

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ref_biblio

Erwan Nogues, Simon Holmbacka, Maxime Pelcat, Daniel Menard, Johan Lilius. Power-Aware HEVC Decoding with Tunable Image Quality. IEEE International Workshop on Signal Processing Systems, Oct 2014, Belfast, United Kingdom. ⟨hal-01078566⟩

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ref_biblio

Maxime Pelcat, Karol Desnos, Julien Heulot, Clément Guy, Jean François Nezan, et al.. PREESM: A Dataflow-Based Rapid Prototyping Framework for Simplifying Multicore DSP Programming. EDERC, Sep 2014, Italy. pp.36. ⟨hal-01059313⟩

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2013

ref_biblio

Karol Desnos, Maxime Pelcat, Jean-François Nezan, Shuvra S Bhattacharyya, Slaheddine Aridhi. PiMM: Parameterized and Interfaced dataflow Meta-Model for MPSoCs runtime reconfiguration. 13th International Conference on Embedded Computer Systems: Architecture, Modeling and Simulation (SAMOS XIII), Jul 2013, Samos, Greece. pp.41 - 48, ⟨10.1109/SAMOS.2013.6621104⟩. ⟨hal-00877492v2⟩

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ref_biblio

Karol Desnos, Maxime Pelcat, Jean François Nezan, Slaheddine Aridhi. Pre- and post-scheduling memory allocation strategies on MPSoCs. Electronic System Level Synthesis Conference (ESLSyn13), May 2013, Austin, TX, United States. pp.60-65. ⟨hal-00868945⟩

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ref_biblio

Julien Heulot, Jani Boutellier, Maxime Pelcat, Jean François Nezan, Slaheddine Aridhi. Applying the Adaptive Hybrid Flow-Shop Scheduling Method to Schedule a 3GPP LTE Physical Layer Algorithm onto Many-Core Digital Signal Processors. NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013), Jun 2013, Turino, Italy. pp.Pages 123 - 129. ⟨hal-00877643v2⟩

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ref_biblio

Zheng Zhou, Karol Desnos, Maxime Pelcat, Jean François Nezan, William Plishker, et al.. Scheduling of Parallelized Synchronous Dataflow Actors. International Symposium on System-on-Chip 2013 (SoC), Oct 2013, Tampere, Finland. pp.10. ⟨hal-00909324⟩

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2012

ref_biblio

Karol Desnos, Maxime Pelcat, Jean François Nezan, Slaheddine Aridhi. Memory Bounds for the Distributed Execution of a Hierarchical Synchronous Data-Flow Graph. 12th International Conference on Embedded Computer Systems: Architecture, Modeling and Simulation (SAMOS XII), Jul 2012, Agios Konstantinos, Greece. pp.160. ⟨hal-00721335⟩

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ref_biblio

Julien Heulot, Karol Desnos, Jean François Nezan, Maxime Pelcat, Mickaël Raulet, et al.. AN EXPERIMENTAL TOOLCHAIN BASED ON HIGH-LEVEL DATAFLOW MODELS OF COMPUTATION FOR HETEROGENEOUS MPSOC. DASIP, Oct 2012, Karlsruhe, Germany. ⟨hal-00749175⟩

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2011

ref_biblio

Yaset Oliva, Maxime Pelcat, Jean François Nezan, Jean-Christophe Prévotet, Slaheddine Aridhi. Building a RTOS for MPSoC Dataflow Programming. 2011 International Symposium on System on Chip (SoC), Oct 2011, Finland. pp.143. ⟨hal-00658848⟩

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2010

ref_biblio

Maxime Pelcat, Jean François Nezan, Slaheddine Aridhi. Adaptive Multicore Scheduling for the LTE Uplink. NASA/ESA Conference on Adaptive Hardware and Systems (Ahs 2010), Jun 2010, Anaheim, United States. ⟨hal-00488576⟩

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2009

ref_biblio

Maxime Pelcat, Pierrick Menuet, Jean François Nezan, Slaheddine Aridhi. Scalable Compile-Time Scheduler for Multi-core Architectures. Design, Automation and Test in Europe, DATE 2009, Apr 2009, Nice, France. pp. 1552-1555. ⟨hal-00429393⟩

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ref_biblio

Maxime Pelcat, Pierrick Menuet, Slaheddine Aridhi, Jean François Nezan. A STATIC SCHEDULING FRAMEWORK FOR DEPLOYING APPLICATIONS ON MULTICORE ARCHITECTURES. Parallel and Distributed Computing and Networks (PDCN), Feb 2009, Innsbruck, Austria. 6 p. ⟨hal-00429408⟩

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Maxime Pelcat, Jean François Nezan, Jonathan Piat, Jerome Croizer, Slaheddine Aridhi. A System-Level Architecture Model for Rapid Prototyping of Heterogeneous Multicore Embedded Systems. Conference on Design and Architectures for Signal and Image Processing (DASIP) 2009, Sep 2009, nice, France. 8 p. ⟨hal-00429397⟩

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Jonathan Piat, Shuvra S. Bhattacharyya, Maxime Pelcat, Mickaël Raulet. Multi-Core Code Generation From Interface Based Hierarchy. Conference on Design and Architectures for Signal and Image Processing (DASIP) 2009, Sep 2009, Sophia Antipolis, France. ⟨hal-00440479⟩

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2008

ref_biblio

Maxime Pelcat, Slaheddine Aridhi, Jean François Nezan. Optimization of automatically generated multi-core code for the LTE RACH-PD algorithm. DASIP 2008, Nov 2008, Bruxelles, Belgium. ⟨hal-00336477⟩

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ref_biblio

Jonathan Piat, Mickaël Raulet, Maxime Pelcat, Pengcheng Mu, Olivier Déforges. An extensible framework for fast prototyping of multiprocessor dataflow applications. Design and Test Workshop, 2008. {IDT} 2008. 3rd International, 2008, Tunisia. pp.215--220, ⟨10.1109/IDT.2008.4802500⟩. ⟨hal-00398830⟩

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2007

ref_biblio

Maxime Pelcat, Médéric Blestel, Mickaël Raulet. From AVC Decoder to SVC: Minor Impact on a Dataflow Graph Description. Picture Coding Symposium (PCS 2007), Nov 2007, France. pp.1067. ⟨hal-00180103⟩

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Book sections

2017

ref_biblio

Maxime Pelcat. Models of Architecture for DSP Systems. Springer. Handbook of Signal Processing Systems, Third Edition, In press. ⟨hal-01660620⟩

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2016

ref_biblio

Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid. Automatic Generation of S-LAM Descriptions from UML/MARTE for the DSE of Massively Parallel Embedded Systems. Roger Lee. Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing 2015, 612, Springer, pp.195-211, 2016, Studies in Computational Intelligence, 978-3-319-23509-7. ⟨10.1007/978-3-319-23509-7_14⟩. ⟨hal-01252511⟩

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2012

ref_biblio

Marie Babel, François Pasteau, Clément Strauss, Maxime Pelcat, Laurent Bédat, et al.. Preserving data integrity of encoded medical images: the LAR compression framework. Advances in Reasoning-Based Image Processing Intelligent Systems, Springer, pp.1-35, 2012. ⟨hal-00658130⟩

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Habilitation à diriger des recherches

2017

ref_biblio

Maxime Pelcat. Models, Methods and Tools for Bridging the Design Productivity Gap of Embedded Signal Processing Systems. Signal and Image processing. Université Clermont Auvergne, 2017. ⟨tel-01610096⟩

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Other publications

2015

ref_biblio

Erwan Nogues, Erwan Raffin, Maxime Pelcat, Daniel Menard. HEVC Decoding with Tunable Image Quality - Subjective evaluation. 2015. ⟨hal-01119964⟩

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ref_biblio

Erwan Raffin, Morgan Lacour, Erwan Nogues, Maxime Pelcat, Daniel Menard, et al.. Detailed Evaluation of Tunable Image Quality HEVC Decoding. 2015. ⟨hal-01205921⟩

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ref_biblio

Erwan Raffin, Erwan Nogues, Maxime Pelcat, Daniel Menard. HEVC Decoding with Tunable Image Quality - Power saving and complexity reduction. 2015. ⟨hal-01119961⟩

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2014

ref_biblio

Erwan Nogues, Xavier Ducloux, Erwan Raffin, Maxime Pelcat, Daniel Menard. HEVC Decoding with Tunable Image Quality for Green Metadata applications. 2014. ⟨hal-01119966⟩

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2008

ref_biblio

Florian Decologne, Médéric Blestel, Mickaël Raulet, Maxime Pelcat. M15432: Specific Functional Units for SVC: Textual description and CAL implementation,. 2008. ⟨hal-00689928⟩

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2007

ref_biblio

Maxime Pelcat, Mickaël Raulet, Olivier Déforges, Médéric Blestel, Jean François Nezan. M14965: Implementing SVC from RVC AVC: description of the specific SVC FUs. 2007. ⟨hal-00696462⟩

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ref_biblio

Maxime Pelcat, Médéric Blestel, Mickaël Raulet, Jean François Nezan, Olivier Déforges. M14463: Evolutions of RVC so as to handle SVC decoding. 2007. ⟨hal-00696461⟩

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ref_biblio

Mickaël Raulet, Maxime Pelcat, Médéric Blestel. M14655: From AVC to SVC: minor and major modifications in a RVC decoder implementation. 2007. ⟨hal-00696468⟩

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ref_biblio

Ghislain Roquier, Maxime Pelcat, Mickaël Raulet, Matthieu Wipliez, Jean François Nezan, et al.. M14457: A scheme for implementing MPEG-4 SP codec in the RVC framework. 2007. ⟨hal-00696464⟩

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Books

2019

ref_biblio

Dionysios Pnevmatikatos, Maxime Pelcat, Matthias Jung (Dir.). Embedded Computer Systems: Architectures, Modeling, and Simulation: 19th International Conference, SAMOS 2019. 2019. ⟨hal-02491737⟩

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2012

ref_biblio

Maxime Pelcat, Slaheddine Aridhi, Jonathan Piat, Jean François Nezan. Physical Layer Multi-Core Prototyping: A Dataflow-Based Approach for LTE eNodeB. Springer-Verlag London, pp.224, 2012, Lecture Notes in Electrical Engineering, 978-1-4471-4209-6. ⟨10.1007/978-1-4471-4210-2⟩. ⟨hal-00739957⟩

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Patents

2014

ref_biblio

Erwan Nogues, Daniel Menard, Maxime Pelcat, Erwan Raffin. DECODER, METHOD AND SYSTEM FOR DECODING MULTIMEDIA STREAMS . France, Patent n° : WO2016059196. 2014. ⟨hal-01354642⟩

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Reports

2023

ref_biblio

Maxime Pelcat. GHG emissions of semiconductor manufacturing in 2021. Univ Rennes, INSA Rennes, CNRS, IETR – UMR 6164, F-35000 Rennes. 2023. ⟨hal-04112708v2⟩

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2021

ref_biblio

Olivier Gesny, Adrien Quemat, Tudy Gourmelen, Pierre-Marie Satre, Bertrand Virfollet, et al.. IA évolutionniste pour la détection de comportements déviants dans les SI. [Rapport de recherche] SILICOM; INSA RENNES; IETR/INSA Rennes. 2021. ⟨hal-03374007⟩

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2017

ref_biblio

Kamel Abdelouahab, Maxime Pelcat, Jocelyn Sérot, François Berry, Cédric Bourrasset, et al.. Hardware Automated Datafow Deployment of CNNs. [Technical Report] Institut Pascal, Clermont Ferrand. 2017. ⟨hal-01519524⟩

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ref_biblio

Mathieu Dejean-Servières, Karol Desnos, Kamel Abdelouahab, Wassim Hamidouche, Luce Morin, et al.. Study of the Impact of Standard Image Compression Techniques on Performance of Image Classification with a Convolutional Neural Network. [Research Report] INSA Rennes; Univ Rennes; IETR; Institut Pascal. 2017. ⟨hal-01725126⟩

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ref_biblio

Maxime Pelcat, Alexandre Mercat, Karol Desnos, Luca Maggiani, Yanzhou Liu, et al.. Models of Architecture: Application to ESL Model-Based Energy Consumption Estimation. [Research Report] IETR/INSA Rennes; Scuola Superiore Sant’Anna, Pisa; Institut Pascal; University of Maryland, College Park; Tampere University of Technology, Tampere. 2017. ⟨hal-01464856⟩

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2015

ref_biblio

Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, et al.. Models of Architecture. [Research Report] PREESM/2015-12TR01, 2015, IETR/INSA Rennes; Scuola Superiore Sant’Anna, Pisa; Institut Pascal, Clermont Ferrand; University of Maryland, College Park; Tampere University of Technology, Tampere. 2015. ⟨hal-01244470⟩

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Theses

2010

ref_biblio

Maxime Pelcat. Prototypage Rapide et Génération de Code pour DSP Multi-Coeurs Appliqués à la Couche Physique des Stations de Base 3GPP LTE. Réseaux et télécommunications [cs.NI]. INSA de Rennes, 2010. Français. ⟨NNT : 2010ISAR0011⟩. ⟨tel-00578043⟩

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Preprints, Working Papers, ...

2021

ref_biblio

Walther Carballo-Hernández, Maxime Pelcat, François Berry. Why is FPGA-GPU Heterogeneity the Best Option for Embedded Deep Neural Networks?. 2021. ⟨hal-03135114⟩

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2018

ref_biblio

Kamel Abdelouahab, Maxime Pelcat, François Berry, Jocelyn Sérot. Accelerating CNN inference on FPGAs: A Survey. 2018. ⟨hal-01695375v2⟩

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