1 code implementation • 13 Feb 2023 • Javier Cuadrado, Ulysse Rançon, Benoît Cottereau, Francisco Barranco, Timothée Masquelier
Event-based sensors are an excellent fit for Spiking Neural Networks (SNNs), since the coupling of an asynchronous sensor with neuromorphic hardware can yield real-time systems with minimal power requirements.
1 code implementation • 28 Sep 2021 • Ulysse Rançon, Javier Cuadrado-Anibarro, Benoit R. Cottereau, Timothée Masquelier
Here we solved it using an end-to-end neuromorphic approach, combining two event-based cameras and a Spiking Neural Network (SNN) with a slightly modified U-Net-like encoder-decoder architecture, that we named StereoSpike.