4 citations · 4 across the 2 of their papers we have counts for
4 papers
Quantifying Time-Varying Sources in Magnetoencephalography -- A Discrete Approach
Zhigang Yao, Zengyan Fan, Masahito Hayashi +1
We study the distribution of brain source from the most advanced brain imaging technique, Magnetoencephalography (MEG), which measures the magnetic fields outside the human head pr…
Community Detection Based on the convergence of eigenvectors in DCBM
Yan Liu, Zhiqiang Hou, Zhigang Yao +3
Spectral clustering is one of the most popular algorithms for community detection in network analysis. Based on this rationale, in this paper we give the convergence rate of eigenv…
Sufficient Dimension Reduction for Classification
Xin Chen, Jingjing Wu, Zhigang Yao +1
We propose a new sufficient dimension reduction approach designed deliberately for high-dimensional classification. This novel method is named maximal mean variance (MMV), inspired…
Estimating the Number of Sources in Magnetoencephalography Using Spiked Population Eigenvalues
Zhigang Yao, Ye Zhang, Zhidong Bai +1
Magnetoencephalography (MEG) is an advanced imaging technique used to measure the magnetic fields outside the human head produced by the electrical activity inside the brain. Vario…