著者

松原 崇

出版者

The Philosophy of Science Society, Japan

雑誌

科学哲学 (ISSN:02893428)

巻号頁・発行日

vol.50, pp.51-70, 2017-12-20 (Released:2019-05-02)

参考文献数

57

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Deep learning models have already achieved significant results and surpassed other sophisticated models based on features made by experts in various tasks; image processing, sound processing, and natural language processing. They are considered to automatically learn and extract concepts such as “cat face” and “human body” from given big dataset. However, what are indeed called concepts, and how they are extracted? This manuscript provides a rough history of neural networks preceding deep learning, explanation of concepts learned by deep learning models, and then future perspective of deep learning study with (cognitive) neuroscience.