Question

long-short term memory networks removes some information from the input received true or false

Answer 1

Answer:

Explanation:

true

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Answer 2

Long-short term memory networks remove some information from the input received. The statement is true.

• Information can be stored in a long short-term memory network, an advanced RNN or sequential network. It can fix the vanishing gradient problem with the RNN.
• Recurrent neural networks, also known as RNNs, are employed for persistent memory. A forget gate eliminates information from the cell state.
• The information that is no longer necessary for the LSTM to understand something or that is of lower importance is removed by multiplying a filter.
• This is required to boost the functionality of the LSTM network. The entry, storage, and exit of data in a sequence are governed by a number of "gates" used in STMs.

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