Memorization of melodies by complex-valued recurrent network

Makoto Kinouchi, Masafumi Hagiwara

研究成果: Paper査読

8 被引用数 (Scopus)

抄録

Memorization of the temporal sequences is very important and interesting problem. One of the examples is memorization of melodies. When we memorize melodies, we can recall it from a part. The function can be considered as an associative memory of the temporal sequences. From a technical point of view, it can be considered that the rest of the melody can be determined by some leading some notes. In this paper, we apply the complex-valued recurrent network, which has much superior ability to deal with temporal sequences than the conventional real-valued networks, to memorization of melodies. It is shown in computer simulations that the network can memorize some melodies and recall them correctly from any part.

本文言語English
ページ1324-1328
ページ数5
出版ステータスPublished - 1996 1月 1
イベントProceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4) - Washington, DC, USA
継続期間: 1996 6月 31996 6月 6

Other

OtherProceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4)
CityWashington, DC, USA
Period96/6/396/6/6

ASJC Scopus subject areas

  • ソフトウェア

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