Object Detection with Spiking Neural Networks on Automotive Event Data

1 code implementation • 9 May 2022 • Loïc Cordone, Benoît Miramond, Philippe Thierion

Based on these results, we combined our SNNs with SSD to propose the first spiking neural networks capable of performing object detection on the complex GEN1 Automotive Detection event dataset.

Classification object-detection +1

Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks

1 code implementation • 26 Apr 2021 • Loïc Cordone, Benoît Miramond, Sonia Ferrante

To design more efficient computer vision algorithms, we propose to follow an end-to-end biologically inspired approach using event cameras and spiking neural networks (SNNs).