Improving Neural Network Generalization by Combining Parallel Circuits with Dropout

Kien Tuong Phan, Tomas Henrique Maul, Tuong Thuy Vu +1

In an attempt to solve the lengthy training times of neural networks, we proposed Parallel Circuits (PCs), a biologically inspired architecture. Previous work has shown that this a…