Neural Network

Visualizing clusters in artificial neural networks using Morse theory

This paper develops a process whereby a high-dimensional clustering problem is solved using a neural network and a lowdimensional cluster diagram of the results is produced using the Mapper method from topological data analysis. The low-dimensional …

A genetically optimized predictive system for success in general chemistry using a diagnostic algebra test

In higher education, many high-enrollment introductory courses have evolved into “gatekeeper” courses due to their high failure rates. These courses prevent many students from attaining their educational goals and often become graduation roadblocks. …