Universal Approximation of Input-Output Maps by Temporal Convolutional Nets

Joshua Hanson, Maxim Raginsky

There has been a recent shift in sequence-to-sequence modeling from recurrent network architectures to convolutional network architectures due to computational advantages in traini…