Neural Ideals and Neural Codes: An Algebraic Framework for Neural Network Classification and Feature Interpretation

Venkata Subbaiah Yerrapati, Rahul Dixit, Ajay Kumar Shukla

Understanding the features captured by the hidden layers of neural networks is a fundamental challenge in machine learning, despite their widespread success across various classifi…