no code implementations • 29 Jun 2022 • Tianyi Wu, Yuhang Cai, Ruilin Zhang, Zhongyi Wang, Louis Tao, Zhuo-Cheng Xiao
These results suggest a simple geometric mechanism behind the emergence of multi-band oscillations without appealing to oscillatory inputs or multiple synaptic or neuronal timescales.
1 code implementation • 23 Oct 2021 • 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.
no code implementations • 5 Jan 2021 • Yuhang Cai, Tianyi Wu, Louis Tao, Zhuo-Cheng Xiao
Here we propose a suite of Markovian model reduction methods with varying levels of complexity and applied it to spiking network models exhibiting heterogeneous dynamical regimes, ranging from homogeneous firing to strong synchrony in the gamma band.
