Machine Learning, AI, Software Development, Data Science, Software Engineering.
Limited Long-Term Memory But even with their impressive abilities, RNNs have limitations. As mentioned earlier, the vanilla RNNs struggle with vanishing gradients, meaning they can’t remember things too far back in the past. LSTMs and GRUs mitigate this to some extent, but long-term dependencies