CSNNs: Unsupervised, Backpropagation-free Convolutional Neural Networks for Representation Learning

Bonifaz Stuhr, Jürgen Brauer

This work combines Convolutional Neural Networks (CNNs), clustering via Self-Organizing Maps (SOMs) and Hebbian Learning to propose the building blocks of Convolutional Self-Organi…