3 papers
cs.NE2022
Motif-topology improved Spiking Neural Network for the Cocktail Party Effect and McGurk Effect
Shuncheng Jia, Tielin Zhang, Ruichen Zuo +1
Network architectures and learning principles are playing key in forming complex functions in artificial neural networks (ANNs) and spiking neural networks (SNNs). SNNs are conside…
cs.NE2022
Motif-topology and Reward-learning improved Spiking Neural Network for Efficient Multi-sensory Integration
Shuncheng Jia, Ruichen Zuo, Tielin Zhang +2
Network architectures and learning principles are key in forming complex functions in artificial neural networks (ANNs) and spiking neural networks (SNNs). SNNs are considered the…
cs.NE2020
Finite Meta-Dynamic Neurons in Spiking Neural Networks for Spatio-temporal Learning
Xiang Cheng, Tielin Zhang, Shuncheng Jia +1
Spiking Neural Networks (SNNs) have incorporated more biologically-plausible structures and learning principles, hence are playing critical roles in bridging the gap between artifi…