Given this paragraph, what is the definition of Long short-term memory ?
Given this paragraph, what is the definition of Long short-term memory ?
Long-short term memory is an artificial neural network used in deep learning that can process not only single data points (such as images), but also entire sequences of data (such as speech or video).
Long-short term memory is an artificial neural network used in deep learning that can process not only single data points (such as images), but also entire sequences of data (such as speech or video).
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Long short-term memory (LSTM) is an artificial neural network used in the fields of artificial intelligence and deep learning. Unlike standard feedforward neural networks, LSTM has feedback connections. Such a recurrent neural network (RNN) can process not only single data points (such as images), but also entire sequences of data (such as speech or video). This characteristic makes LSTM networks ideal for processing and predicting data. For example, LSTM is applicable to tasks such as unsegmented, connected handwriting recognition, speech recognition, machine translation, speech activity detection, robot control, video games, and healthcare.
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