Complex-valued Neural Arithmetic Logic Units (CALU) for the Abtraction of Physical Symmetries.

20 Aug 2019, 19:40
10m
Sandpine Room (Sandpine)

Sandpine Room

Sandpine

Gangneung 25460, Korea

Speaker

Won Sang Cho (Seoul National University)

Description

We introduce a new neural network architecture (Complex-valued Neural Arithmetic Logic Units, CALU), for learning and extraction of physical features. We also demonstrate and discuss on its potential implications on building more physical machine learning models for science including HEP.

Presentation materials