5 citations · 11 across the 7 of their papers we have counts for
3 papers · 1 filter
Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking
Shuiying Xiang, Tao Zhang, Shuqing Jiang +7
Spiking neural network (SNN) is a biologically-plausible model and exhibits advantages of high computational capability and low power consumption. While the training of deep SNN is…
Adversarial attacks on an optical neural network
Shuming Jiao, Ziwei Song, Shuiying Xiang
Adversarial attacks have been extensively investigated for machine learning systems including deep learning in the digital domain. However, the adversarial attacks on optical neura…
Hardware-algorithm collaborative computing with photonic spiking neuron chip based on integrated Fabry-Pérot laser with saturable absorber
Shuiying Xiang, Yuechun Shi, Xingxing Guo +15
Photonic neuromorphic computing has emerged as a promising avenue toward building a low-latency and energy-efficient non-von-Neuman computing system. Photonic spiking neural networ…