Walther Carballo-Hernández

According to our database, Walther Carballo-Hernández authored at least 6 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Automatic CNN Model Partitioning for GPU/FPGA-based Embedded Heterogeneous Accelerators using Geometric Programming.

Walther Carballo-Hernández, Maxime Pelcat, François Berry

J. Signal Process. Syst., October, 2023

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

Walther Carballo-Hernández, Maxime Pelcat, Shuvra S. Bhattacharyya, Ricardo Carmona-Galán, François Berry

ACM Trans. Model. Perform. Evaluation Comput. Syst., September, 2023

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, 2022

2021

Why is FPGA-GPU Heterogeneity the Best Option for Embedded Deep Neural Networks?

Walther Carballo-Hernández, Maxime Pelcat, François Berry

CoRR, 2021

2019

Towards Embedded Heterogeneous FPGA-GPU Smart Camera Architectures for CNN Inference.

Walther Carballo-Hernández, François Berry, Maxime Pelcat, Miguel Arias-Estrada

Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

2017

Deep Learning Pulsed-based Convolutional Neuroprocessor Architecture on FPGAs.

Walther Carballo-Hernández, Miguel Arias-Estrada

Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017