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Deep Learning

88 Citations2020
Andreas Eilschou
Data Mining and Machine Learning

Deep learning is a topic in the field of artificial intelligence (AI) and is a relatively new research area although based on the popular artificial neural networks (supposedly mirroring brain function).

Abstract

Deep learning is a topic in the field of artificial intelligence (AI) and is a relatively new research area although based on the popular artificial neural networks (supposedly mirroring brain function). With the development of the perceptron in the 1950s and 1960s by Frank RosenBlatt, research began on artificial neural networks. To further mimic the architectural depth of the brain, researchers wanted to train a deep multilayer neural network – this, however, did not happen until Geoffrey Hinton in 2006 introduced Deep Belief Networks [1].