Academic Projects

Deep Learning

Rotational Unit of Memory

To Appear on Transactions of the Association for Computational Linguistics

PDF Poster Webpage Code-Tensorflow

Gated Orthogonal Recurrent Units: On Learning to Forget

To appear on Neural Computation

PDF Poster Webpage Code-Tensorflow

Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs

ICML 2017

PDF Poster Slides Webpage Code-Tensorflow Code-Theano

AI for Physics

Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks

Science Advance 2018

PDF Poster Code News Coverage