Do We Need Fully Connected Output Layers in Convolutional Networks?

Zhongchao Qian, Tyler L. Hayes, Kushal Kafle +1

Traditionally, deep convolutional neural networks consist of a series of convolutional and pooling layers followed by one or more fully connected (FC) layers to perform the final c…