“Convolutional Neural Networks”-Artificial Intelligence

http://www.nature.com/nature/journal/v521/n7553/full/nature14539.html

Read the paper and answer the following questions. Do not just write down (copy and paste) the contents of the paper. You should write in your own understanding.You can focus on sections of “Convolutional neural networks” and “Image understanding with

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deep convolutional networks”.

 

 

1. What is the role of Convolutional layer?

2. Why do we need more than one filer?

3. What is the role of pooling layer?

4. How local combinations of edges, motifs, parts, objects are related in a hierarchy of

features?

5. What are major successful application areas of CNN?

6. Why CNN is so successful?

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