A method for classifying ecg signals with different possible states on a multilayer perceptron

Sherzod Nematov, Youkubjon Talatov

Тошкент давлат техника университети хабарлари · 2020-yil

Annotatsiya

To automatically determine the state of the cardiovascular system based on the recorded ECG signals, an artificial neural network is trained to classify signals into various possible states. At the same time, the parameters of heart rate variability (HRV) were extracted from the ECG signals and used as input functions for the neural network. HRV is the fluctuation in the time intervals between adjacent heartbeats. For this, the architecture of a neural network based on a multilayer perceptron and a method for obtaining the necessary parameters in the learning process have been developed, and the classification efficiency has been checked and evaluated

Maqola ma’lumotlari
MualliflarSherzod Nematov, Youkubjon Talatov
JurnalТошкент давлат техника университети хабарлари
NashriyotТошкент давлат техника университети
ISSN2181-0400, 2181-1180
Nashr sanasi2020-12-28
Jild2020
Son4
Betlar71-78
TilIngliz
DOI10.51346/tstu-01.20.4-77-0077
Indeksga qo‘shilgan2026-09-02

DOI: 10.51346/tstu-01.20.4-77-0077 · Maqolaning asl sahifasi

Iqtibos keltirish

APASherzod Nematov, & Youkubjon Talatov (2020). A METHOD FOR CLASSIFYING ECG SIGNALS WITH DIFFERENT POSSIBLE STATES ON A MULTILAYER PERCEPTRON. Тошкент давлат техника университети хабарлари, 2020(4), 71-78. https://doi.org/10.51346/tstu-01.20.4-77-0077
GOST (OAK)Sherzod Nematov, Youkubjon Talatov A METHOD FOR CLASSIFYING ECG SIGNALS WITH DIFFERENT POSSIBLE STATES ON A MULTILAYER PERCEPTRON // Тошкент давлат техника университети хабарлари. – 2020. – T. 2020, № 4. – P. 71-78. – DOI: 10.51346/tstu-01.20.4-77-0077.
MLASherzod Nematov, and Youkubjon Talatov. “A METHOD FOR CLASSIFYING ECG SIGNALS WITH DIFFERENT POSSIBLE STATES ON A MULTILAYER PERCEPTRON.” Тошкент давлат техника университети хабарлари, 2020(4), 71-78, 2020. https://doi.org/10.51346/tstu-01.20.4-77-0077
ChicagoSherzod Nematov, and Youkubjon Talatov. “A METHOD FOR CLASSIFYING ECG SIGNALS WITH DIFFERENT POSSIBLE STATES ON A MULTILAYER PERCEPTRON.” Тошкент давлат техника университети хабарлари, 2020(4), 71-78 (2020). https://doi.org/10.51346/tstu-01.20.4-77-0077
HarvardSherzod Nematov, and Youkubjon Talatov (2020) ‘A METHOD FOR CLASSIFYING ECG SIGNALS WITH DIFFERENT POSSIBLE STATES ON A MULTILAYER PERCEPTRON’, Тошкент давлат техника университети хабарлари, 2020(4), 71-78. https://doi.org/10.51346/tstu-01.20.4-77-0077
BibTeX
@article{sherzodnematov2020,
  title = {A METHOD FOR CLASSIFYING ECG SIGNALS WITH DIFFERENT POSSIBLE STATES ON A MULTILAYER PERCEPTRON},
  author = {Sherzod Nematov and Youkubjon Talatov},
  journal = {Тошкент давлат техника университети хабарлари},
  year = {2020},
  volume = {2020},
  number = {4},
  pages = {71-78},
  doi = {10.51346/tstu-01.20.4-77-0077},
  url = {https://doi.org/10.51346/tstu-01.20.4-77-0077}
}

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