A method of modeling time-dependent electrical activity of a biological system, the method comprises transforming an input through at least one dynamic mode to yield at least one modal output processing the at least one modal output to yield at least one amplitude variable and at least one phase variable and mapping the at least one amplitude variable and the at least one phase variable to an observable output.