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Long short-term memory

Known as: LSTM, Long short term memory 
Long short-term memory (LSTM) is a recurrent neural network (RNN) architecture (an artificial neural network) proposed in 1997 by Sepp Hochreiter and… 
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Related topics

Related topics

16 relations
Artificial neural networkBackpropagation through timeBidirectional recurrent neural networksDeep learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2010
2010
A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks
Keyword spotting refers to the process of retrieving all instances of a given key word in a document. In the present paper, a… 
Highly Cited
2009
Highly Cited
2009
Traffic-Known Urban Vehicular Route Prediction Based on Partial Mobility Patterns
Travel route analysis and prediction are essential for the success of many applications in Vehicular Ad-hoc Networks (VANETs… 
2008
2008
Short-Term Wind Speed Prediction by Hybridizing Global and Mesoscale Forecasting Models with Artificial Neural Networks
This paper presents the hybridization of global and mesoscale weather forecasting models with neural networks in order to tackle… 
2005
2005
Drifting Algae as a means of Re-Colonizing Defaunated Sediments in the Baltic Sea. A Short-Term Microcosm Study
We conducted a microcosm experiment to evaluate the capability of fauna inhabiting or being transported by drifting filamentous… 
2001
2001
Clause identification with long short-term memory
James Hammerton Department of Computer Science University College Dublin james.hammerton@ucd.ie 
Highly Cited
2001
Highly Cited
2001
High-precision forecast using grey models
In recent years the grey theorem has been successfully used in many prediction applications. The proposed Markov-Fourier grey… 
2000
2000
Preparing for drought: a methodology.
1999
1999
DATA MINING OF MULTIPLE NONSTATIONARY TIME SERIES
A data mining method for synthesizing multiple time series is presented. Based on a single time series algorithm, the method… 
1990
1990
Short-term effect of three mechanical site preparation methods on species diversity.
Three mechanical site preparation methods were compared for their effects on species diversity, as measured by Shannon's index of… 
1987
1987
Trace metals in the eastern part of the North Sea: 1: Analyses and short-term distributions
RÉSUMÉ Willy BAEYENS •, Gérard GILLAIN b, Ghislain DECADT a*, Ivan ELSKENS a a Laboratorium voor Analytische Chemie, Vrije… 
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