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docs: finalized wiki integrity maintenance (v3.0 standard) - pruned 1400+ stubs and fixed 11k+ ghost links

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Antigravity Agent
2026-05-02 09:18:34 +09:00
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10_Wiki/Topics_Blog/Long-Short-Term-Memory (LSTM).md
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last_reinforced: 2026-04-20
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# [[Long-Short-Term-Memory (LSTM)]]
# [[Long-Short-Term-Memory (LSTM)|Long-Short-Term-Memory (LSTM)]]
## 📌 한 줄 통찰 (The Karpathy Summary)
> "정보의 흐름을 열고 닫는 수도꼭지를 가진 똑똑한 메모리." 기존 RNN의 고질병인 '장기 기억 상실(Vanishing Gradient)' 문제를 해결하여, 수만 단계 이전의 정보도 잊지 않고 현재로 가져오는 시계열 데이터의 혁명이다.
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## 🔗 지식 연결 (Graph)
- Related: Recurrent-Neural-Networks (RNN) , Attention-Mechanism
- Rival: [[Transformer-Architecture]]
- Rival: [[Transformer-Architecture|Transformer-Architecture]]