Who Cited It

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

2019 · Neural Computation · 5,628 citations · 0 from inside this corpus

Yong Yu, Xiaosheng Si, Changhua Hu, Jianxun Zhang

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures (2019)A Review of Recurrent Neural …Long Short-Term Memory (1997)Long Short-Term MemoryAdvances in Neural Information Processing Systems 28 (2015)Advances in Neural Informatio…Bidirectional recurrent neural networks (1997)Bidirectional recurrent neura…Learning long-term dependencies with gradient descent is difficult (1994)Learning long-term dependenci…Learning Deep Architectures for AI (2009)Learning Deep Architectures f…Proceedings of the 19th International Joint Conference on Artificial Intelligence (2005)Proceedings of the 19th Inter…Framewise phoneme classification with bidirectional LSTM and other neural network archite… (2005)Framewise phoneme classificat…Learning to Forget: Continual Prediction with LSTM (2000)Learning to Forget: Continual…Learning Deep Architectures for AI (2009)Learning Deep Architectures f…Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review (2017)Deep Convolutional Neural Net…Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Transla… (2014)Learning Phrase Representatio…Proceedings of the International Joint Conference on Artificial Intelligence 2007 (2007)Proceedings of the Internatio…Advances in Neural Information Processing Systems 5 (1993)Advances in Neural Informatio…Polynomial Theory of Complex Systems (1971)Polynomial Theory of Complex …Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks (2015)Convolutional, Long Short-Ter…Hybrid computing using a neural network with dynamic external memory (2016)Hybrid computing using a neur…
16 of 16 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
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What this paper cites, inside the corpus

PaperYearCited
Long Short-Term Memory1997101,359
Advances in Neural Information Processing Systems 28201514,672
Bidirectional recurrent neural networks199710,294
Learning long-term dependencies with gradient descent is difficult19948,610
Learning Deep Architectures for AI20096,951
Proceedings of the 19th International Joint Conference on Artificial Intelligence20055,782
Framewise phoneme classification with bidirectional LSTM and other neural network archite…20055,619
Learning to Forget: Continual Prediction with LSTM20005,538
Learning Deep Architectures for AI20095,077
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review20173,570
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Transla…20143,518
Proceedings of the International Joint Conference on Artificial Intelligence 200720072,765
Advances in Neural Information Processing Systems 519931,857
Polynomial Theory of Complex Systems19711,688
Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks20151,646
Hybrid computing using a neural network with dynamic external memory20161,448

Links

DOI · OpenAlex record

Topics

Neural Networks and ApplicationsComputer Science
Music and Audio ProcessingComputer Science
Neural Networks and Reservoir ComputingComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports4 author record(s) attached.
  • supports129 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:44+00:00.

sha256 648f8491aaceaa34…