3 papers
q-bio.NC2026
Mostly-monocular responses and other visual functions in a multiscale network model of Macaque V1
Zhuo-Cheng Xiao, Kevin K. Lin, Lai-Sang Young
Visual signals from the two eyes merge gradually as they pass through the primary visual cortex (V1). Here we use a computational model of Macaque V1 to study the first stage of th…
math.NA2026
Numerical analysis for leaky-integrate-fire networks under Euler-Maruyama
Xu'an Dou, Frank Chen, Kevin K Lin +1
Leaky integrate-and-fire (LIF) networks are standard reduced models for spike-based neural dynamics and a natural substrate for neuromorphic computation. We study time-driven Euler…
physics.data-an2025
Numerical study of high-dimensional covariance estimation and localization for data assimilation
Shay Gilpin, Matthias Morzfeld, Kevin K. Lin
Covariance localization is a critical component of ensemble-based data assimilation (DA) and many current localization schemes simply dampen correlations as a function of distance.…