| dc.contributor.author | Головко, Владимир Адамович | |
| dc.contributor.author | Безобразова, Светлана Владимировна | |
| dc.coverage.spatial | Brest | ru_RU |
| dc.date.accessioned | 2023-11-27T07:23:37Z | |
| dc.date.available | 2023-11-27T07:23:37Z | |
| dc.date.issued | 2006 | |
| dc.identifier.citation | Golovko, V. A. Neural Networks for Chaotic Signal Processing: Application to the Electroencephalogram Analysis for Epilepsy Detection / Vladimir A. Golovko, Svetlana V. Bezobrazova // International Conference on Neural Networks and Artificial Intelligence : proceedings, Brest, 31 May – 2 June, 2006 / Edited: V. Golovko [et al.]. – Brest : BSTU, 2006. – P. 136–139 : il. – Bibliogr.: p. 139 (15 titles). | ru_RU |
| dc.identifier.uri | https://rep.bstu.by/handle/data/37207 | |
| dc.description | Головко Владимир Адамович, Безобразова, Светлана Владимировна. Нейронные сети для обработки хаотических сигналов: применение к анализу электроэнцефалограммы для выявления эпилепсии | ru_RU |
| dc.description.abstract | Many techniques were used in order to detect and to predict epileptic seizures on the basis of electroencephalograms. One of the approaches for the prediction of epileptic seizures is the use the chaos theory, namely determination largest Lyapunov's exponent or correlation dimension of scalp EEG signals. This paper presents the neural network technique for epilepsy detection. It is based on computing of largest Lyapunov's exponent.The results o f experiments are discussed. | ru_RU |
| dc.language.iso | en | ru_RU |
| dc.publisher | BrSTU | ru_RU |
| dc.subject | independent component analysis | ru_RU |
| dc.subject | независимый компонентный анализ | ru_RU |
| dc.subject | neural network | ru_RU |
| dc.subject | нейронная сеть | ru_RU |
| dc.subject | Lyapunov’s exponent | ru_RU |
| dc.subject | показатель Ляпунова | ru_RU |
| dc.subject | electroencephalographyi | ru_RU |
| dc.subject | электроэнцефалография | ru_RU |
| dc.title | Neural Networks for Chaotic Signal Processing: Application to the Electroencephalogram Analysis for Epilepsy Detection | ru_RU |
| dc.title.alternative | Нейронные сети для обработки хаотических сигналов: применение к анализу электроэнцефалограммы для выявления эпилепсии | ru_RU |
| dc.type | Научный доклад (Working Paper) | ru_RU |
