On the dynamics of convolutional recurrent neural networks near their critical point

Aditi Chandra, Marcelo O. Magnasco

We examine the dynamical properties of a single-layer convolutional recurrent network with a smooth sigmoidal activation function, for small values of the inputs and when the convo…