CODEWITHSUNDEEP
machine-learningdeep-learninglstmrecurrent-neural-network
adsbawston
adsbawston

Reputation: 65

Visualizing an RNN/LSTM

I am new to Recurrent Neural Network and LSTMs. I have a good idea of they work and the training procedure. But I am having a hard time visualizing them, especially after reading the Tensorflow docs and also understanding the related terminologies. While building LSTMs, are all the Hidden layer units an LSTM cell? I mean if I have 100 units in a hidden layer, does it mean that there are 100 LSTM cells?

Upvotes: 1

Views: 1195

Answers (1)

Martin Thoma
Martin Thoma

Reputation: 136695

While building LSTMs, are all the Hidden layer units an LSTM cell?

No.

I mean if I have 100 units in a hidden layer, does it mean that there are 100 LSTM cells?

No.

I don't even know what to say more. I recommend reading Understanding LSTM Networks.

I would say this code has one LSTM layer with 128 units. One LSTM unit consists of multiple nodes.

Upvotes: 1

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