Noun
LSTM (uncountable)
(artificial intelligence) Initialism of long short-term memory.
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. Source: Internet
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. Source: Internet
Around 2007, CTC-trained LSTM outperformed for the first time traditional speech recognition in certain applications. Source: Internet
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. Source: Internet
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). Source: Internet
However, recently LSTM Recurrent Neural Networks (RNNs) citation ICASSP 2013. Source: Internet