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So if LSTMs are purposely forgetting, do you need less training data than a CNN?
by griffinkelly 9y ago
So if LSTMs are purposely forgetting, do you need less training data than a CNN?
- agibsonccc 9y agoLSTMs don't "forget" more than "remember the things that matter". They don't necessarily need less data. They do have a limit on the "length" of time steps they can handle though. Eg: You can't do thousands in to the future (maybe a few hundred or so) The long part of "LSTM" means remember good long ranging dependencies.