LFADS - Latent Factor Analysis via Dynamical Systems 1608

2.1 LFADS Generator

This diagram and the above equations implement the conditional distribution P(x|z) = P(x|{g0, u1:T }) of the VAE decoder.

2.2 LFADS Encoder

We begin by describing the network that defines Q(g0|x, a). Its mean and variance are given in terms of a variable E by

2.3 The full LFADS inference model