Spike Calibration: Fast and Accurate Conversion of Spiking Neural Network for Object Detection and Segmentation. (arXiv:2207.02702v1 [cs.CV])

Spiking neural network (SNN) has been attached to great importance due to the
properties of high biological plausibility and low energy consumption on
neuromorphic hardware. As an efficient method to obtain deep SNN, the
conversion method has exhibited high performance on various large-scale
datasets. However, it typically suffers from severe performance degradation and
high time delays. In particular, most of the previous work focuses on simple
classification tasks while ignoring the precise approximation to ANN output. In
this paper, we …

arxiv conversion cv detection network neural network segmentation spiking neural network