Research breakthrough · curated entry
LSTM introduces gating for long sequence memory
Long Short-Term Memory
- Date
- November 1997
- Category
- Research breakthrough
- Organization / Model
- TU Munich / IDSIA
- Evidence
- 1 source · 1 evidence family
Hochreiter and Schmidhuber proposed long short-term memory, using gates to ease the vanishing gradient problem in recurrent networks. LSTM went on to be the default architecture for sequence modelling for nearly two decades.
Curator's note: Cross-checked against the journal DOI.
Curated sources · 1
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This page is a curated static snapshot and can be cited directly. Preferred format GB/T 7714—2025 (electronic resource [EB/OL]); the other 5 styles open below, together with the machine-readable files.
GB/T 7714—2025 (electronic resource [EB/OL])
AI 纪年. LSTM 提出，用门控机制解决长序列记忆[EB/OL]. (1997-11)[2026-11-03]. https://aihist.net/e/lstm-1997.html.
APA 7 · American Psychological Association
AI 纪年. (1997, November). LSTM 提出，用门控机制解决长序列记忆 [Web page]. https://aihist.net/e/lstm-1997.html
MLA 9 · Modern Language Association
"LSTM 提出，用门控机制解决长序列记忆." AI 纪年, Nov. 1997, aihist.net/e/lstm-1997.html. Accessed 3 Nov. 2026.
Chicago 17 · notes-bibliography
AI 纪年. "LSTM 提出，用门控机制解决长序列记忆." Published Nov. 1997. Accessed Nov. 3, 2026. https://aihist.net/e/lstm-1997.html.
IEEE · citation-reference list
"LSTM 提出，用门控机制解决长序列记忆," AI 纪年, Nov. 1997. [Online]. Available: https://aihist.net/e/lstm-1997.html. [Accessed: 3 Nov. 2026].
ACM · author-date variant
AI 纪年. November 1997. LSTM 提出，用门控机制解决长序列记忆. Retrieved November 3, 2026 from https://aihist.net/e/lstm-1997.html.
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