Search Results for author: Daqing Guo

Found 3 papers, 1 papers with code

A Spatial-channel-temporal-fused Attention for Spiking Neural Networks

no code implementations22 Sep 2022 Wuque Cai, Hongze Sun, Rui Liu, Yan Cui, Jun Wang, Yang Xia, Dezhong Yao, Daqing Guo

Spiking neural networks (SNNs) mimic brain computational strategies, and exhibit substantial capabilities in spatiotemporal information processing.

A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks

1 code implementation10 Jun 2022 Hongze Sun, Wuque Cai, Baoxin Yang, Yan Cui, Yang Xia, Dezhong Yao, Daqing Guo

Most existing methods for training SNNs are based on the concept of synaptic plasticity; however, learning in the realistic brain also utilizes intrinsic non-synaptic mechanisms of neurons.

Event data classification Gesture Recognition +1

Time irreversibility and amplitude irreversibility measures for nonequilibrium processes

no code implementations19 Aug 2020 Wenpo Yao, Jun Wang, Matjaz Perc, Wenli Yao, Jiafei Dai, Daqing Guo, Dezhong Yao

Time irreversibility should be measured based on the permutations of symmetric vectors rather than symmetric permutations, whereas symmetric permutations can instead be employed to determine the quantitative amplitude irreversibility -- a novel parameter proposed in this paper for nonequilibrium calculated by means of the probabilistic difference in amplitude fluctuations.

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