gate mechanism
时间: 2024-05-28 08:12:39 浏览: 23
Gate mechanism is a technique used in machine learning and artificial intelligence to control the flow of information in a neural network or model. It involves the use of gates, which are mathematical functions that control the amount of information that is allowed to pass through a particular point in the network.
There are several types of gate mechanisms used in machine learning, including the popular ones in recurrent neural networks (RNNs) such as the input gate, forget gate, and output gate in Long Short-Term Memory (LSTM) networks. These gates help to regulate the flow of information and allow the network to selectively remember or discard information, making them useful in tasks such as language translation, speech recognition, and image captioning.
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