Question

The LSTM Cell The LSTM cell is able to solve the problem of vanishing gradients because (only one option is correct): The gradient is propagated uninterrupted from the hidden state $h_t$ to the previous hidden state $h_{t-1}$ which ensures that at least some gradient is always propagated backwards in depth The gradient is propagated from the cell state $c_t$ to the previous cell state $c_{t-1}$ without any weights involved directly between $c_t$ and $c_{t-1}$ which ensures that at least some gradient is always propagated backwards in depth The gradient is propagated from the cell state $c_t$ to the previous cell state $c_{t-1}$ without any weights involved directly between $c_t$ and $c_{t-1}$ which ensures that at least some gradient is always propagated backwards in time The gradient is propagated uninterrupted from the hidden state $h_t$ to the previous hidden state $h_{t-1}$ which ensures that at least some gradient is always propagated backwards in time Attempt 0 of 2 Submit

          The LSTM Cell
The LSTM cell is able to solve the problem of vanishing gradients because (only one option is correct):
The gradient is propagated uninterrupted from the hidden state $h_t$ to the
previous hidden state $h_{t-1}$ which ensures that at least some gradient is
always propagated backwards in depth
The gradient is propagated from the cell state $c_t$ to the previous cell
state $c_{t-1}$ without any weights involved directly between $c_t$ and $c_{t-1}$
which ensures that at least some gradient is always propagated
backwards in depth
The gradient is propagated from the cell state $c_t$ to the previous cell
state $c_{t-1}$ without any weights involved directly between $c_t$ and $c_{t-1}$
which ensures that at least some gradient is always propagated
backwards in time
The gradient is propagated uninterrupted from the hidden state $h_t$ to the
previous hidden state $h_{t-1}$ which ensures that at least some gradient is
always propagated backwards in time
Attempt 0 of 2
Submit

The LSTM Cell
The LSTM cell is able to solve the problem of vanishing gradients because (only one option is correct):
The gradient is propagated uninterrupted from the hidden state ht to the
previous hidden state ht-1 which ensures that at least some gradient is
always propagated backwards in depth
The gradient is propagated from the cell state ct to the previous cell
state ct-1 without any weights involved directly between ct and ct-1
which ensures that at least some gradient is always propagated
backwards in depth
The gradient is propagated from the cell state ct to the previous cell
state ct-1 without any weights involved directly between ct and ct-1
which ensures that at least some gradient is always propagated
backwards in time
The gradient is propagated uninterrupted from the hidden state ht to the
previous hidden state ht-1 which ensures that at least some gradient is
always propagated backwards in time
Attempt 0 of 2
Submit

Added by Lisa B.

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