Similarly, they are defined as a d-dimensional vector in R d .
lSTM works in the following way: where W ∈ R 4d×(d+e) and b ∈ R 4d are parameters of affine transformation; σ refers to the logistic sigmoid function and denotes element-wise multiplication.