LSTM Networks: Explained Step by Step!
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YouTuberitvikmath
LSTM Networks: Explained Step by Step!
Why we need LSTM networks, how they work step by step, and full explanations: visual and mathematical! 0:00 Problem with Simple RNNs 11:45 Goal of LSTM 12:55 Introducing the Cell State 14:27 Step 1: The Candidate Cell State 15:52 Step 2: The Forget Gate 17:48 Step 3: The Input Gate 18:18 Step 4: The New Cell State 21:15 Step 5: The Output Gate ...
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