A general exploratory projection pursuit network

摘要

Exploratory Projection Pursuit(EPP) is a statistical technique for finding interesting structure in high-dimensional data-sets. We introduce a negative feedback network which has been shown to perform EPP. We use the network with a novel but very simple activation function to search for different types of data structure where the form of the data structure is unspecified in advance.