65 citations · 298 across the 28 of their papers we have counts for
5 papers · 1 filter
A data-informed mean-field approach to mapping of cortical parameter landscapes
Zhuo-Cheng Xiao, Kevin K. Lin, Lai-Sang Young
Constraining the many biological parameters that govern cortical dynamics is computationally and conceptually difficult because of the curse of dimensionality. This paper addresses…
How well do reduced models capture the dynamics in models of interacting neurons ?
Yao Li, Logan Chariker, Lai-Sang Young
This paper introduces a class of stochastic models of interacting neurons with emergent dynamics similar to those seen in local cortical populations, and compares them to very simp…
Dynamic signal tracking in a simple V1 spiking model
Guillaume Lajoie, Lai-Sang Young
This work is part of an effort to understand the neural basis for our visual system's ability, or failure, to accurately track moving visual signals. We consider here a ring model…
Limitations of perturbative techniques in the analysis of rhythms and oscillations
Kevin K. Lin, Kyle C. A. Wedgwood, Stephen Coombes +1
Perturbation theory is an important tool in the analysis of oscillators and their response to external stimuli. It is predicated on the assumption that the perturbations in questio…
Reliability of Layered Neural Oscillator Networks
Kevin K. Lin, Eric Shea-Brown, Lai-Sang Young
We study the reliability of large networks of coupled neural oscillators in response to fluctuating stimuli. Reliability means that a stimulus elicits essentially identical respons…