9 citations · 9 across the 3 of their papers we have counts for
3 papers
Within-Camera Multilayer Perceptron DVS Denoising
A. Rios-Navarro, S. Guo, G Abarajithan +5
In-camera event denoising reduces the data rate of event cameras by filtering out noise at the source. A lightweight multilayer perceptron denoising filter (MLPF) provides state-of…
LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading
Antonio Rios-Navarro, Enrique Piñero-Fuentes, Salvador Canas-Moreno +3
This paper presents a sensory fusion neuromorphic dataset collected with precise temporal synchronization using a set of Address-Event-Representation sensors and tools. The target…
Comprehensive Evaluation of OpenCL-based Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs
R. Tapiador, A. Rios-Navarro, A. Linares-Barranco +3
Deep learning has significantly advanced the state of the art in artificial intelligence, gaining wide popularity from both industry and academia. Special interest is around Convol…