How would you train the network

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Reference no: EM133084048 , Length: word count:1250

Assessment Description

In this assignment, convolution neural networks and their training are addressed. Architectures are discussed and the unsupervised networks and their applications are examined.

Select an issue or problem in your field/program that would benefit from convolution neural networks. In 1,000-1,500 words, describe how it could be used. Consider the following:

Question 1. What is the issue/problem?

Question 2. Identify the input values (independent variables).

Question 3. Identify the reward, or the metric that will tell the network how well it does over time.

Question 4. Identify the environment. Justify your rationale.

Question 5. How would you train the network?

Question 6. How would you test the network? Why or Why not?

Question 7. What challenges could there be during post-training? Provide examples and details.

Note: Your discussion must be accompanied with mathematical/programming rigor.

APA style is not required, but solid academic writing?is expected.

Reference no: EM133084048

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