Can you tell me about the history of LSTM?
Sure! LSTM, or Long Short-Term Memory, was introduced by Sepp Hochreiter and Jürgen Schmidhuber in 1997.
What motivated the development of LSTM?
LSTM was developed to address the vanishing gradient problem in traditional RNNs, allowing for better learning of long-term dependencies.
How has LSTM evolved since its introduction?
Since its introduction, LSTM has been widely adopted in various applications, leading to improvements and variations like Peephole LSTMs and Bidirectional LSTMs.
What are some applications of LSTM today?
LSTMs are used in speech recognition, language modeling, and even in generating music, showcasing their versatility.
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