Junye Zou

Spike-IMU: An Accurate and Low-Power Spiking Neural Network for Pedestrian Velocity Estimation

Accurate pedestrian navigation on edge devices is a critical problem. While artificial neural networks (ANNs) have been shown to effectively solve this problem with acceptable accuracy, their energy consumption limits applications on low-power computation platforms. Spiking neural networks (SNNs) ar…