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Flydeling: Streamlined Performance Models for Hardware Acceleration of CNNs through System Identification.

W. Carballo-Hernández, M. Pelcat, S. Bhattacharyya, R. Carmona-Galán, и F. Berry. ACM Trans. Model. Perform. Evaluation Comput. Syst., 8 (3): 1-33 (сентября 2023)

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Maxime Pelcat

Jimmy Pelcat

Maxime Lorrillere

Maxime Crepel

Maxime Senot

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Analysis of a heterogeneous multi-core, multi-hw-accelerator-based system designed using PREESM and SDSoC.L. Suriano, A. Rodríguez, K. Desnos, M. Pelcat, и E. de la Torre. ReCoSoC, стр. 1-7. IEEE, (2017)A model of architecture for estimating GPU processing performance and power.S. Payvar, M. Pelcat, и T. Hämäläinen. Des. Autom. Embed. Syst., 25 (1): 43-63 (2021)MARTE to ΠSDF transformation for data-intensive applications analysis.M. Ammar, M. Baklouti, M. Pelcat, K. Desnos, и M. Abid. DASIP, стр. 1-8. IEEE, (2014)NTIRE 2020 Challenge on Image Demoireing: Methods and Results.S. Yuan, R. Timofte, A. Leonardis, G. Slabaugh, X. Luo, J. Zhang, Y. Qu, M. Hong, Y. Xie, C. Li и 36 other автор(ы). CVPR Workshops, стр. 1882-1893. Computer Vision Foundation / IEEE, (2020)Hardware/Software Self-adaptation in CPS: The CERBERO Project Approach.F. Palumbo, T. Fanni, C. Sau, A. Rodríguez, D. Madroñal, K. Desnos, A. Morvan, M. Pelcat, C. Rubattu, R. Lazcano и 5 other автор(ы). SAMOS, том 11733 из Lecture Notes in Computer Science, стр. 416-428. Springer, (2019)On building a CNN-based multi-view smart camera for real-time object detection.J. Bonnard, K. Abdelouahab, M. Pelcat, и F. Berry. Microprocess. Microsystems, (2020)Towards Embedded Heterogeneous FPGA-GPU Smart Camera Architectures for CNN Inference.W. Carballo-Hernández, F. Berry, M. Pelcat, и M. Arias-Estrada. ICDSC, стр. 34:1-34:2. ACM, (2019)Algorithmic-Level Approximate Computing Applied to Energy Efficient HEVC Decoding.E. Nogues, D. Ménard, и M. Pelcat. IEEE Trans. Emerg. Top. Comput., 7 (1): 5-17 (2019)Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs.K. Desnos, N. Sourbier, P. Raumer, O. Gesny, и M. Pelcat. CoRR, (2020)PathTracing: Raising the Level of Understanding of Processing Latency in Heterogeneous MPSoCs.C. Rubattu, F. Palumbo, S. Bhattacharyya, и M. Pelcat. DroneSE/RAPIDO@HiPEAC, стр. 46-50. ACM, (2021)

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