Walther Carballo-Hernández

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Foreground Detection

Fpga Implementation

Top Venues

ACM Trans. Model. Perform. Evaluation Comput. Syst.

J. Signal Process. Syst.

Publications

Walther Carballo-Hernández, Maxime Pelcat, François Berry
Automatic CNN Model Partitioning for GPU/FPGA-based Embedded Heterogeneous Accelerators using Geometric Programming. J. Signal Process. Syst. 95 (10) (2023)
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 Trans. Model. Perform. Evaluation Comput. Syst. 8 (3) (2023)
Walther Carballo-Hernández, Maxime Pelcat, François Berry
Why is FPGA-GPU Heterogeneity the Best Option for Embedded Deep Neural Networks? CoRR (2021)
Walther Carballo-Hernández, François Berry, Maxime Pelcat, Miguel Arias-Estrada
Towards Embedded Heterogeneous FPGA-GPU Smart Camera Architectures for CNN Inference. ICDSC (2019)
Walther Carballo-Hernández, Miguel Arias-Estrada
Deep Learning Pulsed-based Convolutional Neuroprocessor Architecture on FPGAs. ICDSC (2017)