Learning fixed points of recurrent neural networks by reparameterizing the network model

Vicky Zhu, Robert Rosenbaum

In computational neuroscience, fixed points of recurrent neural networks are commonly used to model neural responses to static or slowly changing stimuli. These applications raise…