Zhongju Yuan

BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics

2025

Today's deep learning architectures are primarily based on perceptron models, which do not capture the oscillatory dynamics characteristic of biological neurons. Although oscillatory systems have recently gained attention for their closer resemblance to neural behavior, …