Harrison Espino

A Rapid Adapting and Continual Learning Spiking Neural Network Path Planning Algorithm for Mobile Robots

Mapping traversal costs in an environment and planning paths based on this map are important for autonomous navigation. We present a neurorobotic navigation system that utilizes a Spiking Neural Network (SNN) Wavefront Planner and E-prop learning to concurrently map and plan paths in a large and com