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Instead short quotations could give way to long passages; references could open up on other books and documents; a deeper network — a web — of ideas and texts could be established.
Thus, furthermore, we examine the farmers' deeper network structures within their farming community as follows.
A deeper network tends to have a high number of degrees of freedom because the number of layers is high.
We assume that deeper network will increase the number of degrees of freedom, which distracts the network from reaching the optimum solution.
These experiments show that VGG-16 gives the closest-to-optimum solution compared with the deeper network of ResNet-50 and shallower networks.
The existed effective deep neural networks mainly deponed on their deeper network architectures, which can only be implemented on the server with GPU card and high memory.
Similar(50)
"They have much deeper networks in Kano than anybody ever assumed.
In this scenario, convolutional layers with padding are required to allow deeper networks to be trained.
Thus, using padding to enable deeper networks to be trained is beneficial.
Although it is generally assumed that deeper networks perform better than shallower ones, such assumption is valid when there is enough training data, while the training method should also be good at learning deep networks.
However, larger and deeper networks are needed to deliver state-of-the-art results in this domain.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com