Learning Process in Neural Networks (20Points)
1: Discuss the learning process of a neural network like Feedforward Neural Network (FFNN).
4.PART II: Sequence Data and Memory (20 Points)
2: Question 2.1: –) Discuss the special relationship between sequence data like language and memory Question
2.2: –) Discuss why the recurrent neural network is a good fit for processing sequence data like language
5.PART III: Simple RNN Cell and McCulloch-Pitts Model (20 Points)
3: Question 3.1 Discuss the Simple RNN Cell showing that it is a version of the McCulloch-Pitts model that is implemented in a real artificial neural network.
Question 3.2 Discuss the computation power of the Simple RNN cell.
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