Generalization of an Upper Bound on the Number of Nodes Needed to Achieve Linear Separability

Marjolein Troost, Katja Seeliger, Marcel van Gerven

An important issue in neural network research is how to choose the number of nodes and layers such as to solve a classification problem. We provide new intuitions based on earlier…