APPLICATION OF SUPERVISED LEARNING
DEEP LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Each cell in LSTM Network Consists of ____ number of Gates
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2
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3
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4
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5
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Explanation:
Detailed explanation-1: -The forget gate, input gate, and output gate are the three gates that update and regulate the cell states in an LSTM network. Given new information that has entered the network, the forget gate determines which information in the cell state should be overlooked.
Detailed explanation-2: -For each layer in your LSTM-the number of cells is equal to the size of your window. Using our example above, the number of cells is 6. The first step is to feed each observation, spaced by time, to our cells. Each of the cells are initialized with a cell state.
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