Federico Paredes-Vallés

Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception

Federico Paredes-Vallés, Kirk Y. W. Scheper, Guido de Croon · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 179 citations · Full text

Event-based Vision, Event Camera, Engineering +21

Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy

Federico Paredes-Vallés, Guido de Croon · 2021 · 123 citations

Event Camera, Image Reconstruction, Engineering +20

Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks

Jesse J. Hagenaars, Federico Paredes-Vallés, Guido de Croon · arXiv (Cornell University) · 2021 · 62 citations · Full text

Event Camera, Engineering, Machine Learning +19

Fully neuromorphic vision and control for autonomous drone flight

Federico Paredes-Vallés, Jesse J. Hagenaars, Julien Dupeyroux et al. · Science Robotics · 2024 · 61 citations

Neuromorphic control for optic-flow-based landing of MAVs using the Loihi processor

Julien Dupeyroux, Jesse J. Hagenaars, Federico Paredes-Vallés et al. · 2021 · 45 citations · Full text

Engineering, Neural Network, Field Robotics +23