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In this chapter, you’ll discover a more advanced version of Neural Networks called Recurrent Neural Networks. There are three very common versions of RNNs: SimpleRNN, GRU (Gated Recurrent Unit), and LSTM (Long Short-Term Memory). In practice, SimpleRNNs are hardly used anymore for a number of problems that I’ll talk about later. Therefore, I have regrouped SimpleRNN and GRU in this chapter, and LSTMs have their own chapter.

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RNNs Using SimpleRNN and GRU

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  • 发表日期：

    2025年

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  • Joos Korstanje

摘要

In this chapter, you’ll discover a more advanced version of Neural Networks called Recurrent Neural Networks. There are three very common versions of RNNs: SimpleRNN, GRU (Gated Recurrent Unit), and LSTM (Long Short-Term Memory). In practice, SimpleRNNs are hardly used anymore for a number of problems that I’ll talk about later. Therefore, I have regrouped SimpleRNN and GRU in this chapter, and LSTMs have their own chapter.