LSTM Network (Recurrent Neural Network / GRU) HD
Long short-term memory (LSTM) units (or blocks) are a building unit for layers of a recurrent neural network (RNN). A RNN composed of LSTM units is often called an LSTM network. We discussed the following topics in great detail: - Why are Recurrent neural networks required ? - Shortcomings of RNNs - LSTMs in great detail - GRU (Gated recurrent Unit) - Variants of LSTMs - Implementation Twitter: https://twitter.com/prajjwal_1 Please support me on Patreon : https://patreon.com/aijournal If you find it useful, please share it with your friends. As always, Stay connected ! Image courtesy: Chris Olah (Google Brain)
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