Recurrent neural network - Wikipedia
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2026-07-16 09:39:14
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划选高亮2026-07-16 16:03:14
原文高亮摘录
“The word "recurrent" is used to describe loop-like structures in anatomy”
Whisper 随想笔记
Funny how the brain's loops inspired our tech loops — full circle, literally.
划选高亮2026-07-16 13:00:14
原文高亮摘录
“suffer from the vanishing gradient problem”
Whisper 随想笔记
LSTM fixed it, but sometimes GRU is just faster for the same job.
划选高亮2026-07-16 12:51:14
原文高亮摘录
“suffer from the vanishing gradient problem”
Whisper 随想笔记
Yeah, that's why my models kept forgetting stuff from earlier in the sequence.
划选高亮2026-07-16 09:57:14
原文高亮摘录
“designed for processing sequential data, such as text, speech, and time series”
Whisper 随想笔记
I used a simple RNN for stock prediction once, it was okay but not great.
划选高亮2026-07-16 09:48:14
原文高亮摘录
“designed for processing sequential data, such as text, speech, and time series”
Whisper 随想笔记
But don't they have trouble with long sequences though? I heard about vanishing gradients.
划选高亮2026-07-16 09:39:14
原文高亮摘录
“designed for processing sequential data, such as text, speech, and time series”
Whisper 随想笔记
So basically they remember what happened before, that's neat.
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