Skip to Main Content
Table 2:
The modified ResNet and DenseNet architectures for the rich initialization. The symbols of the node functions are defined in Table 1.
(a) The modified ResNet.(b) The modified DenseNet.
LayersNode functionsLayersNode functions
ResBlock (1) RB (32, 3) ×Convolution CB (32, 3) 
Pooling Layer MP DenseBlock(1) CB(32,3)Concat×2 
ResBlock (2) RB (64, 3) ×Transition Layer CB (32, 3) 
Pooling Layer MP (1) AP 
ResBlock (3) (128, 3) ×DenseBlock(2) CB(32,3)Concat×4 
Pooling Layer MP Transition Layer CB (64, 3) 
Classification Layer Fully-connected (2) AP 
  DenseBlock(3) CB(32,3)Concat×4 
  Classification AP 
  Layer Fully-connected 
(a) The modified ResNet.(b) The modified DenseNet.
LayersNode functionsLayersNode functions
ResBlock (1) RB (32, 3) ×Convolution CB (32, 3) 
Pooling Layer MP DenseBlock(1) CB(32,3)Concat×2 
ResBlock (2) RB (64, 3) ×Transition Layer CB (32, 3) 
Pooling Layer MP (1) AP 
ResBlock (3) (128, 3) ×DenseBlock(2) CB(32,3)Concat×4 
Pooling Layer MP Transition Layer CB (64, 3) 
Classification Layer Fully-connected (2) AP 
  DenseBlock(3) CB(32,3)Concat×4 
  Classification AP 
  Layer Fully-connected 
Close Modal

or Create an Account

Close Modal
Close Modal