Who Cited It

Learning to Forget: Continual Prediction with LSTM

2000 · Neural Computation · 5,538 citations · 8 from inside this corpus

Felix A. Gers, Jürgen Schmidhuber, Fred Cummins

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.

Learning to Forget: Continual Prediction with LSTM (2000)Learning to Forget: Continual…Long Short-Term Memory (1997)Long Short-Term MemoryLearning long-term dependencies with gradient descent is difficult (1994)Learning long-term dependenci…Deep learning in neural networks: An overview (2014)Deep learning in neural netwo…A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures (2019)A Review of Recurrent Neural …Reservoir computing approaches to recurrent neural network training (2009)Reservoir computing approache…Long short-term memory recurrent neural network architectures for large scale acoustic mo… (2014)Long short-term memory recurr…Deep learning and its applications to machine health monitoring (2018)Deep learning and its applica…End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF (2016)End-to-end Sequence Labeling …Review of Deep Learning Algorithms and Architectures (2019)Review of Deep Learning Algor…An Empirical Exploration of Recurrent Network Architectures (2015)An Empirical Exploration of R…
10 of 10 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
Learning long-term dependencies with gradient descent is difficult19948,610

What cites it, inside the corpus

PaperYearCited
Deep learning in neural networks: An overview201418,236
A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures20195,628
Reservoir computing approaches to recurrent neural network training20092,992
Long short-term memory recurrent neural network architectures for large scale acoustic mo…20142,986
Deep learning and its applications to machine health monitoring20182,803
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF20162,595
Review of Deep Learning Algorithms and Architectures20191,878
An Empirical Exploration of Recurrent Network Architectures20151,406

Links

DOI · OpenAlex record

Topics

Domain Adaptation and Few-Shot LearningComputer Science
Neural Networks and ApplicationsComputer Science
Adversarial Robustness in Machine LearningComputer Science

Is this record sound?

complete

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

  • supports3 author record(s) attached.
  • supports21 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…