APA Dictionary of Psychology

convolutional neural network

Updated on 03/06/2026
a deep learning neural network specifically designed for image recognition, classification, and detection tasks, that uses convolutional layers to extract features from input data by applying filters (kernels) that slide over the input. Each filter comprises a small matrix that scans the image for features such as edges, curves, textures, or other patterns relevant to the input image. Also called deep convolutional neural network. See also pattern recognition.
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