Delia Velasco-Montero

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Prediction Accuracy

Bayesian Inference

Cellular Neural Networks

Top Venues

IEEE Internet Things J.

Publications

Delia Velasco-Montero, Bart Goossens, Jorge Fernández-Berni, Ángel Rodríguez-Vázquez, Wilfried Philips
A Pipelining-Based Heterogeneous Scheduling and Energy-Throughput Optimization Scheme for CNNs Leveraging Apache TVM. IEEE Access 11 (2023)
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices. IEEE Internet Things J. 7 (10) (2020)
Théo Benoit-Cattin, Delia Velasco-Montero, Jorge Fernández-Berni
Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device. CoRR (2020)
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices. CoRR (2019)
Delia Velasco-Montero, Jorge Femández-Bemi, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform. IWSSIP (2019)
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
CNN Performance Prediction on a CPU-based Edge Platform. ICDSC (2019)
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
On-The-Fly Deployment of Deep Neural Networks on Heterogeneous Hardware in a Low-Cost Smart Camera. ICDSC (2018)
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
Optimum Selection of DNN Model and Framework for Edge Inference. IEEE Access 6 (2018)
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications. ACIVS (2018)