Impact of Batch Normalization and Spatial Dropout on VGG-11, NiN, and GoogLeNet
Communications of the IBIMA
We study the effects of batch normalization and spatial dropout on the performance of VGG-11, Network in Network, and GoogLeNet architectures. We incorporate these regularization techniques into each model and evaluate their impact on classification accuracy and average loss. Experimental results show that spatial dropout…







