Paper
https://doi.org/10.1063/5.0282708
Equations
Model 1:
$$\begin{aligned}
\mathbf{x}(t)
&= b_{\mathrm{ex}}\, \phi\!\left(
\mathbf{W}_{\text{in}}\, \mathbf{u}(t)
+ a_{\mathrm{ex}}\, \mathbf{A}\, \mathbf{x}(t-1)
\right)
- b_{\mathrm{inh}}\, \phi\!\left(
\mathbf{W}_{\text{in}}\, \mathbf{u}(t)
+ a_{\mathrm{inh}}\, \mathbf{A}\, \mathbf{x}(t-1)
\right).
\end{aligned}$$
Model 2:
$$\begin{aligned}
\mathbf{x}(t)
&= b_{\mathrm{ex}}\, \phi\!\left(a_{\mathrm{ex}}\, \mathbf{A}\, \mathbf{x}(t-1)\right)
- b_{\mathrm{inh}}\, \phi\!\left(a_{\mathrm{inh}}\, \mathbf{A}\, \mathbf{x}(t-1)\right)
+ g\, \mathbf{W}_{\text{in}}\, \mathbf{u}(t).
\end{aligned}$$
Official implementation
none
