3 papers
eess.SP2023
Perturbing a Neural Network to Infer Effective Connectivity: Evidence from Synthetic EEG Data
Peizhen Yang, Xinke Shen, Zongsheng Li +3
Identifying causal relationships among distinct brain areas, known as effective connectivity, holds key insights into the brain's information processing and cognitive functions. El…
physics.soc-ph2023
Dangoron: Network Construction on Large-scale Time Series Data across Sliding Windows
Yunlong Xu, Peizhen Yang, Zhengbin Tao
Complex networks represent system dynamics through the interactions of a set of anomalous time series. Consider the problem of computing correlations for highly correlated pairs of…
cs.CV2023
Exploiting Neighborhood Structural Features for Change Detection
Mengmeng Wang, Zhiqiang Han, Peizhen Yang +4
In this letter, a novel method for change detection is proposed using neighborhood structure correlation. Because structure features are insensitive to the intensity differences be…