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- W2890139344 abstract "Abstract Deep learning is the paradigm that profoundly changed the artificial intelligence landscape within only a few years. Although accompanied by a variety of algorithmic achievements, this technology is disruptive mainly from the application perspective: It considerably pushes the border of tasks that can be automated, changes the way products are developed, and is available to virtually everyone. Subject of deep learning are artificial neural networks with a large number of layers. Compared to earlier approaches with ideally a single layer, this allows using massive computational resources to train black-box models directly on raw data with a minimum of engineering work. Most successful applications are found in visual image understanding, but also in audio and text modeling." @default.
- W2890139344 created "2018-09-27" @default.
- W2890139344 creator A5017934183 @default.
- W2890139344 date "2018-09-01" @default.
- W2890139344 modified "2023-09-27" @default.
- W2890139344 title "An overview of deep learning techniques" @default.
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- W2890139344 doi "https://doi.org/10.1515/auto-2018-0076" @default.
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