Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability

Max Revay, Ian R. Manchester

Stability of recurrent models is closely linked with trainability, generalizability and in some applications, safety. Methods that train stable recurrent neural networks, however,…