GIRARD , Adrien

In this paper, we present SPLEAT, a SPiking Low-power Event-based ArchiTecture for the hardware deployment of Spiking Neural Networks (SNN). SPLEAT is designed as a configurable architecture that allows integrating several hardware modules representing different neural layers and, therefore, gives the ability to deploy a wide range of deep...

Site de la conférence : https://e-nns.org/icann2024/20/09/2024Lieu de la conf: USI-SUPSI Campus Est, Via la Santa 1, 6962 Lugano-Viganello, Switzerland

Recently, the two Ops-Sat and Phi-Sat missions have demonstrated the feasibility of real-time cloud segmentation using neural networks on board satellites. This process allows the data to be filtered so that only useful information is transmitted to the ground stations, reducing the need for data transmission. However, the experiments conducted...

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