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What are neural networks not good at? On artificial creativityстатья
Статья опубликована в высокорейтинговом журнале
Статья опубликована в журнале из списка Web of Science и/или Scopus- Автор: Oleinik Anton
- Журнал: BIG DATA & SOCIETY
- Том: 6
- Номер: 1
- Год издания: 2019
- DOI: 10.1177/2053951719839433
- Аннотация: This article discusses three dimensions of creativity: metaphorical thinking; social interaction; and going beyond extrapolation in predictions. An overview of applications of neural networks in these three areas is offered. It is argued that the current reliance on the apparatus of statistical regression limits the scope of possibilities for neural networks in general, and in moving towards artificial creativity in particular. Artificial creativity may require revising some foundational principles on which neural networks are currently built.
- Добавил в систему: Олейник Антон Николаевич