Learning with Assemblies of Neurons

Code supporting the paper "Assemblies of Neurons Learn to Classify Well-Separated Distributions", by Dabagia, Papadimitriou, and Vempala [COLT 2022].

Dependencies

• NumPy
• SciPy
• matplotlib

Usage

Download and run the notebooks! For MNIST, you will need to supply your own MNIST files, located in a folder called data in the same directory as the notebook.