Learning Enhancement of CNNs via Separation Index Maximizing at the First Convolutional Layer

Ali Karimi, Ahmad Kalhor

In this paper, a straightforward enhancement learning algorithm based on Separation Index (SI) concept is proposed for Convolutional Neural Networks (CNNs). At first, the SI as a s…