Panin Pienroj

Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM

In this paper, we investigate the use of ultra low-power, mixed signal analog/digital neuromorphic hardware for implementation of biologically inspired neuronal path integration and map formation for a mobile robot. We perform spiking network simulations of the developed architecture, interfaced to…