Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility

1 code implementation • 9 Sep 2021 • Liyun Tu, Austin Talbot, Neil Gallagher, David Carlson

We demonstrate the effectiveness of these developments using synthetic data and electrophysiological recordings with an emphasis on how our learned representations can be used to design scientific experiments.

Decoder