Difference between revisions of "Long Short-Term Memory (LSTM)"
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| − | [http://www.youtube.com/results?search_query=LSTM+ | + | [http://www.youtube.com/results?search_query=LSTM+Long+Short+Term+MemoryNeural+Network+deep+machine+learning+ML YouTube Search] |
| − | [http://www.google.com/search?q=LSTM+ | + | [http://www.google.com/search?q=LSTM+Long+Short+Term+MemoryNeural+Network+deep+machine+learning+ML ...Google search] |
* [http://www.asimovinstitute.org/author/fjodorvanveen/ Neural Network Zoo | Fjodor Van Veen] | * [http://www.asimovinstitute.org/author/fjodorvanveen/ Neural Network Zoo | Fjodor Van Veen] | ||
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* [[Recurrent Neural Network (RNN)]] | * [[Recurrent Neural Network (RNN)]] | ||
* [http://towardsdatascience.com/animated-rnn-lstm-and-gru-ef124d06cf45 Animated RNN, LSTM and GRU | Raimi Karim - Towards Data Science] | * [http://towardsdatascience.com/animated-rnn-lstm-and-gru-ef124d06cf45 Animated RNN, LSTM and GRU | Raimi Karim - Towards Data Science] | ||
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| + | A LSTM (Long Short-term Memory) Neural Network is just another kind of Artificial Neural Network, which falls in the category of Recurrent Neural Networks. | ||
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| + | What makes LSTM Neural Networks different from regular Neural Networks is, they have LSTM cells as neurons in some of their layers. | ||
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| + | Much like Convolutional Layers help a Neural Network learn about image features, LSTM cells help the Network learn about temporal data, something which other Machine Learning models traditionally struggled with. | ||
| + | * [http://www.datastuff.tech/machine-learning/lstm-how-to-train-neural-networks-to-write-like-lovecraft/ | Strikingloo] | ||
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| + | http://chunml.github.io/images/projects/creating-text-generator-using-recurrent-neural-network/LSTM.png | ||
<youtube>Sqx2dmlJN6I</youtube> | <youtube>Sqx2dmlJN6I</youtube> | ||
Revision as of 19:00, 30 June 2019
YouTube Search ...Google search
- Neural Network Zoo | Fjodor Van Veen
- A Beginner's Guide to LSTMs
- Recurrent Neural Network (RNN)
- Animated RNN, LSTM and GRU | Raimi Karim - Towards Data Science
A LSTM (Long Short-term Memory) Neural Network is just another kind of Artificial Neural Network, which falls in the category of Recurrent Neural Networks.
What makes LSTM Neural Networks different from regular Neural Networks is, they have LSTM cells as neurons in some of their layers.
Much like Convolutional Layers help a Neural Network learn about image features, LSTM cells help the Network learn about temporal data, something which other Machine Learning models traditionally struggled with.
