title: Ð¥Ð°Ð¾ÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð¾ÑÑÐ¸Ð»Ð»ÑÑÐ¾Ñ Ð´Ð»Ñ Ð½ÐµÐ¹ÑÐ¾Ð½Ð½ÑÑ ÑÐµÑÐµÐ¹
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Ð¡haotic oscillator for neural networks
Creators: name: ÐÑÐ·Ð½ÐµÑÐ¾Ð², ÐÐ¸ÑÐ¸Ð»Ð»
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2022
Subjects: ÐÐµÐ¹ÑÐ¾Ð½Ð½ÑÐµ ÑÐµÑÐ¸
ÐÑÑÐ¸Ð»Ð»ÑÑÐ¾ÑÑ
Ð½ÐµÐ¹ÑÐ¾Ð½ ÐÐ¹Ñ Ð°ÑÑ
Ð»Ð¾Ð³Ð¸ÑÑÐ¸ÑÐµÑÐºÐ¾Ðµ Ð¾ÑÐ¾Ð±ÑÐ°Ð¶ÐµÐ½Ð¸Ðµ
Ð´ÐµÑÐµÑÐ¼Ð¸Ð½Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÐ¹ Ñ Ð°Ð¾Ñ
Aihara neuron
logistic map
deterministic chaos

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description: The subject of the graduate qualification work is âchaotic oscillator for neural networksâ. The given work is devoted to development and research of a chaotic oscillatory neural network model. As a result of the study, the block models necessary for building a hardware implementation of a chaotic oscillatory neural network in an integrated design were obtained. The key parameters of these block models were determined for comparison with the parameters of similar blocks from the used references. From the obtained models, a model of a chaotic oscillatory neural network was created. Along with this, software tools were created to ensure its operation. The model was tested on the clustering problem examples. The obtained results can be used to create a hardware implementation of a chaotic oscillatory neural network in an integrated design for further use as part of computing devices as a block inside integrated circuit, or as an independent separate integrated circuit. This solution can lead to a potential increase in energy efficiency and working speed of devices where it is necessary to solve clustering problems. At present, in world practice there is an extensive request for devices capable of solving such problems.