(たた)()

たたみこみ
noun
convolution (mathematics; machine learning)
technicaltechnology
1. convolution (mathematics; machine learning)
A mathematical operation that combines two functions by sliding one over the other, widely used in signal processing and in the convolutional layers of neural networks for image recognition.
Convolution is used in image recognition.
Features are extracted by convolution.
Convolutional neural networks are strong at image processing.

The noun form of (たた)()む (to fold in). In mathematics and signal processing it is an operation that blends two functions; in machine learning it is the core operation of a (たた)()ニューラルネットワーク (convolutional neural network, CNN), which slides small filters over an image to detect features.

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