Theta Neuron Networks: Robustness to Noise in Embedded Applications

摘要

In this paper, we train a one-layer Theta Neuron Network (TNN) to perform a Braitenberg obstacle avoidance algorithm on a Khepera robot. The Theta neuron model is more biologically plausible than the leaky integrate and fire model typically used in Spikin