Walther Carballo-Hernández - researchr alias

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Viewing Publication 1 - 5 from 5

2023

Automatic CNN Model Partitioning for GPU/FPGA-based Embedded Heterogeneous Accelerators using Geometric ProgrammingWalther Carballo-Hernández, Maxime Pelcat, François Berry. vlsisp, 95(10):1203-1218, October 2023. [doi]

Flydeling: Streamlined Performance Models for Hardware Acceleration of CNNs through System IdentificationWalther Carballo-Hernández, Maxime Pelcat, Shuvra S. Bhattacharyya, Ricardo Carmona-Galán, François Berry. tompecs, 8(3):1-33, September 2023. [doi]

2022

Deep Learning Process Integration on Heterogeneous GPU/FPGA Embedded Platforms. (Intégration des Processus d'Apprentissage Profond sur des Plateformes Hétérogènes Embarquées GPU/FPGA)Walther Carballo-Hernández. PhD thesis, University of Clermont Auvergne, Clermont-Ferrand, France, 2022. [doi]

2019

Towards Embedded Heterogeneous FPGA-GPU Smart Camera Architectures for CNN InferenceWalther Carballo-Hernández, François Berry, Maxime Pelcat, Miguel Arias-Estrada. icdsc 2019: [doi]

2017

Deep Learning Pulsed-based Convolutional Neuroprocessor Architecture on FPGAsWalther Carballo-Hernández, Miguel Arias-Estrada. icdsc 2017: 205-207 [doi]

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