LSTM
Noun
Meaning
LSTM (uncountable)
(artificial intelligence) Initialism of long short-term memory.
Anagrams
Examples
Many applications use stacks of LSTM RNNs citation and train them by Connectionist Temporal Classification (CTC) to find an RNN weight matrix that maximizes the probability of the label sequences in a training set, given the corresponding input sequences.
In 2015, Google's speech recognition reportedly experienced a dramatic performance jump of 49% through CTC-trained LSTM, which is now available through Google Voice to all smartphone users.
Around 2007, CTC-trained LSTM outperformed for the first time traditional speech recognition in certain applications.
Caffe 2 continues the strong support for vision type problems but adds in recurrent neural networks (RNN) and long short term memory (LSTM) networks for natural language processing, handwriting recognition, and time series forecasting.
Hochreiter, Sepp ; and Schmidhuber, Jürgen ; Long Short-Term Memory, Neural Computation, 9(8):1735–1780, 1997 LSTM is often trained by Connectionist Temporal Classification (CTC).
However, recently LSTM Recurrent Neural Networks (RNNs) citation ICASSP 2013.