Spiking Neural Network Based Region Proposal Networks for Neuromorphic Vision Sensors

ISCAS 2019
Pages: 1 - 5
Published: May 26, 2019
Abstract
This paper presents a three layer spiking neural network based region proposal network operating on data generated by neuromorphic vision sensors. The proposed architecture consists of refractory, convolution and clustering layers designed with bio-realistic leaky integrate and fire (LIF) neurons and synapses. The proposed algorithm is tested on traffic scene recordings from a DAVIS sensor setup. The performance of the region proposal network...
Paper Details
Title
Spiking Neural Network Based Region Proposal Networks for Neuromorphic Vision Sensors
Published Date
May 26, 2019
Journal
Pages
1 - 5
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