rus
Issue #1/2025
S. Dvornikov, S. Dvornikov, I. Kirshina, O. Lifanova, O. Tikhonenkova
RECOGNITION OF CARDIAC SIGNALS USING NEURAL NETWORKS
RECOGNITION OF CARDIAC SIGNALS USING NEURAL NETWORKS
DOI: 10.22184/1992-4178.2025.242.1.136.142
The article considers the use of neural networks for recognizing cardiac signals obtained from a phonendoscope. Information is provided on the main stages of implementing the neural network
training procedures and making decisions during subsequent classification. The results of processing cardiac signals using statistical analysis and machine learning methods are presented.
Tags: cardiac signals myocardial signal classification network training using the widrow- hoff learning rule neural network statistical processing кардиосигналы классификация сигналов миокарда нейронная сеть обучение сети по правилу видроу – хоффа статистическая обработка
Subscribe to the journal Electronics: STB to read the full article.
The article considers the use of neural networks for recognizing cardiac signals obtained from a phonendoscope. Information is provided on the main stages of implementing the neural network
training procedures and making decisions during subsequent classification. The results of processing cardiac signals using statistical analysis and machine learning methods are presented.
Tags: cardiac signals myocardial signal classification network training using the widrow- hoff learning rule neural network statistical processing кардиосигналы классификация сигналов миокарда нейронная сеть обучение сети по правилу видроу – хоффа статистическая обработка
Subscribe to the journal Electronics: STB to read the full article.
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