long short-term memory

Summary

long short-term memory ranks in the top 4% of ai entities by monthly Wikipedia readership (887 views/month).^[1]

Key Facts

• long short-term memory is credited with the discovery of Sepp Hochreiter^[2].
• long short-term memory is credited with the discovery of Jürgen Schmidhuber^[3].
• long short-term memory's subclass of is recorded as recurrent neural network^[4].
• long short-term memory's MeSH descriptor ID is recorded as D000098417^[5].
• long short-term memory's time of discovery or invention is recorded as +1995-00-00T00:00:00Z^[6].
• long short-term memory's Freebase ID is recorded as /m/02qmzyq^[7].
• long short-term memory's MeSH tree code is recorded as G17.485.937.750^[8].
• long short-term memory's MeSH tree code is recorded as L01.224.050.375.605.937.750^[9].
• long short-term memory's time of earliest written record is recorded as +1995-00-00T00:00:00Z^[10].
• long short-term memory's described by source is recorded as Long Short-Term Memory^[11].
• long short-term memory's Stack Exchange tag is recorded as https://stackoverflow.com/tags/lstm^[12].
• long short-term memory's Stack Exchange tag is recorded as https://ai.stackexchange.com/tags/long-short-term-memory^[13].
• long short-term memory's short name is recorded as {'lang': 'en', 'text': 'LSTM'}^[14].
• long short-term memory's defining formula is recorded as \begin{align} f_t &= \sigma_g(W_{f} x_t + U_{f} h_{t-1} + b_f) \ i_t &= \sigma_g(W_{i} x_t + U_{i} h_{t-1} + b_i) \ o_t &= \sigma_g(W_{o} x_t + U_{o} h_{t-1} + b_o) \ \tilde{c}t &= \sigma_c(W{c} x_t + U_{c} h_{t-1} + b_c) \ c_t &= f_t \circ c_{t-1} + i_t \circ \tilde{c}_t \ h_t &= o_t \circ \sigma_h(c_t) \end{align}^[15].
• long short-term memory's Quora topic ID is recorded as lstm^[16].
• long short-term memory's Quora topic ID is recorded as Long-short-term-memory-LSTM^[17].
• long short-term memory's schematic is recorded as The LSTM Cell.svg^[18].
• long short-term memory's schematic is recorded as Peephole Long Short-Term Memory.svg^[19].
• long short-term memory's schematic is recorded as Long Short-Term Memory cell, 1997 version.png^[20].
• long short-term memory's maintained by WikiProject is recorded as WikiProject Mathematics^[21].
• long short-term memory's Microsoft Academic ID is recorded as 133488467^[22].
• long short-term memory's Golden ID is recorded as Long_short-term_memory-6WPR4M^[23].
• long short-term memory's GitHub topic is recorded as long-short-term-memory^[24].
• long short-term memory's GitHub topic is recorded as lstm^[25].
• long short-term memory's OpenAlex ID is recorded as C133488467^[26].

Body

Works and Contributions

Credited discoveries include Sepp Hochreiter^[2], a bioinformatician^[27], b. 1967^[28], of Germany^[29], awarded the German AI Award^[30], specialised in machine learning^[31] and Jürgen Schmidhuber^[3], a computer scientist^[32], b. 1963^[33], of Germany^[34], awarded the IEEE Neural Networks Pioneer Award^[35], specialised in artificial intelligence^[36].

Why It Matters

long short-term memory ranks in the top 4% of ai entities by monthly Wikipedia readership (887 views/month).^[1] It has Wikipedia articles in 18 language editions, a strong signal of global cultural recognition.^[37] It is known by 22 alternative names across languages and contexts.^[38]