2 papers
cs.LG2018
Capsule Networks for Protein Structure Classification and Prediction
Dan Rosa de Jesus, Julian Cuevas, Wilson Rivera +1
Capsule Networks have great potential to tackle problems in structural biology because of their attention to hierarchical relationships. This paper describes the implementation and…
cs.CV2018
A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification
Thomas Corcoran, Rafael Zamora-Resendiz, Xinlian Liu +1
Convolutional Neural Network (CNN)-based machine learning systems have made breakthroughs in feature extraction and image recognition tasks in two dimensions (2D). Although there i…