期刊论文

Jia, Y

英文

Physics Letters A

0375-9601

2024

519

129721

10.1016/j.physleta.2024.129721

CRediT authorship contribution statement Yong Wu: Writing – original draft, Software, Investigation, Conceptualization. Weifang Huang: Validation, Resources, Formal analysis. Qianming Ding: Visualization, Resources, Methodology. Ya Jia: Writing – review & editing, acquisition, Conceptualization. Lijian Yang: Validation, Investigation. Ziying Fu: Validation, Methodology.

本校为第一且通讯机构

Electrical signal propagation in multi-layer neural networks plays a crucial physiological role. This study constructs a three-layer neural network to simulate the orderly propagation of signals between senses, exploring its neural basis. Comprising input, learning, and output layers, the network employs a voltage-based spike-timing- dependent plasticity (STDP) rule to control synaptic interactions, aiming to learn functional relationships to facilitate signal propagation. Research indicates the network can effectively transmit signals under suitable conditions, whether or not there are synapt...