2 papers
q-bio.NC2026
Efficient coding under constraint drives neural systems towards criticality and sloppiness
He Xiao, Xinyue Zhao, Haijun Zhou +1
It is widely accepted that the brain operates near a critical state, characterized by neural avalanches that follow power-law distributions. However, the functional rationale for w…
stat.ME2025
Sequential multiple importance sampling for high-dimensional Bayesian inference
Li Binbin, He Xiao, Liao Zihan
This paper introduces a sequential multiple importance sampling (SeMIS) algorithm for high-dimensional Bayesian inference. The method estimates Bayesian evidence using all generate…