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What are the Neural Networks? Explain the function of each layer of NN with the help of diagram.

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What are the Neural Networks? Explain the function of each layer of NN with the help of diagram.

by Captain Coder
(7.4k points)
in AI Class 9th
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1 Answer

by LearnyVerse Wizard
(74.3k points)
 
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neural network is a series of algorithms that endeavors to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates. ... Neural networks can adapt to changing input; so the network generates the best possible result without needing to redesign the output criteria.

Understanding Neural Networks. We Explore How Neural Networks Function… |  by Tony Yiu | Towards Data Science

Below I've drawn a typical feed forward neural network:

Typical Feed Forward Neural Network

Now my question is, as far as lingo goes, what is a layer?

Could each individual process (rectangle) be considered a layer? or is a layer the combination a single row of the flow diagram? I sometimes see the Multiply + Add as a single layer, and the nonlinear function (relu) as a separate layer. But I would really appreciate a definitive answer.

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