Concretely, let x t be the tth input vector and h t be the tth state vector.
the incremental calculation is: the vector x t is "read" in and a linear map is applied to it alongside the previous state vector h t−1 , then passed through a nonlinear function (here, a component-wise logistic sigmoid, denoted σ).