@inproceedings{3cb73a2716f34330a3e5b8b205924e29,
title = "Modified Kohonen's self-organizing feature map and its application to automatic sleep cycle recognition",
abstract = "In order to increase the adaptive ability of the Kohonen's self-organizing feature map algorithm, we modify the updating rule of its partition boundary. The modified algorithm, together with the Genetic Algorithm, is applied to the detection of the REM (Rapid Eye Movement) cycle of the sleep, which is said to be related to comfortableness of the sleep. We used the heart-rate alone (not relying on complicated EEG analysis) and succeeded to achieve a high detection accuracy.",
author = "Max Blanchet and Shuji Yoshizawa and Amari, \{Shun ichi\}",
year = "1993",
language = "英語",
isbn = "0780314212",
series = "Proceedings of the International Joint Conference on Neural Networks",
publisher = "Publ by IEEE",
pages = "2476--2479",
booktitle = "Proceedings of the International Joint Conference on Neural Networks",
note = "Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) ; Conference date: 25-10-1993 Through 29-10-1993",
}