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.
|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 3 → 1996 6月 6
|Other||Proceedings of the 1996 IEEE International Conference on Neural Networks, ICNN. Part 1 (of 4)|
|City||Washington, DC, USA|
|Period||96/6/3 → 96/6/6|
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