A Novel Spiking Neural Network for ECG signal Classification

Amrita Rana; Kyung Ki Kim

doi:10.46670/jsst.2021.30.1.20

A Novel Spiking Neural Network for ECG signal Classification

Journal of Sensor Science and Technology ◽

10.46670/jsst.2021.30.1.20 ◽

2021 ◽

Vol 30 (1) ◽

pp. 20-24

Author(s):

Amrita Rana ◽

Kyung Ki Kim

Keyword(s):

Neural Network ◽

Signal Classification ◽

Ecg Signal ◽

Spiking Neural Network

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A new trained ECG signal Classification method using Modified Spline Activated Neural Network

2018 Second International Conference on Computing Methodologies and Communication (ICCMC) ◽

10.1109/iccmc.2018.8487640 ◽

2018 ◽

Author(s):

Ganesh Kumar R

Keyword(s):

Neural Network ◽

Signal Classification ◽

Classification Method ◽

Ecg Signal

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Hyperparameter Tuning of Dense Neural Network for ECG Signal Classification

Algorithms for Intelligent Systems - Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences ◽

10.1007/978-981-16-5747-4_58 ◽

2022 ◽

pp. 675-682

Author(s):

S. Clement Virgeniya ◽

E. Ramaraj

Keyword(s):

Neural Network ◽

Signal Classification ◽

Ecg Signal

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Personalized ECG signal classification using block-based neural-network and particle swarm optimization

2013 20th Iranian Conference on Biomedical Engineering (ICBME) ◽

10.1109/icbme.2013.6782219 ◽

2013 ◽

Author(s):

Shirin Shadmand ◽

Behbood Mashoufi

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Signal Classification ◽

Ecg Signal ◽

Swarm Optimization ◽

Block Based

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ECG signal classification with binarized convolutional neural network

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2020.103800 ◽

2020 ◽

Vol 121 ◽

pp. 103800 ◽

Cited By ~ 1

Author(s):

Qing Wu ◽

Yangfan Sun ◽

Hui Yan ◽

Xundong Wu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Signal Classification ◽

Ecg Signal

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A new personalized ECG signal classification algorithm using Block-based Neural Network and Particle Swarm Optimization

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2015.10.008 ◽

2016 ◽

Vol 25 ◽

pp. 12-23 ◽

Cited By ~ 54

Author(s):

Shirin Shadmand ◽

Behbood Mashoufi

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Classification Algorithm ◽

Signal Classification ◽

Ecg Signal ◽

Swarm Optimization ◽

Block Based

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Artificial Neural Network-Based ECG Signal Classification and the Cardiac Arrhythmia Identification

Inventive Computation and Information Technologies - Lecture Notes in Networks and Systems ◽

10.1007/978-981-33-4305-4_34 ◽

2021 ◽

pp. 445-461

Author(s):

M. Ramkumar ◽

C. Ganesh Babu ◽

G. S. Priyanka ◽

B. Maruthi Shankar ◽

S. Gokul Kumar ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Cardiac Arrhythmia ◽

Signal Classification ◽

Ecg Signal ◽

Artificial Neural

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Pruning algorithm in wavelet neural network for ECG signal classification

Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) ◽

10.1109/iembs.1998.747166 ◽

2002 ◽

Author(s):

Jun Yao ◽

Qiang Gan ◽

Xue-Dong Zhang ◽

Jin Li

Keyword(s):

Neural Network ◽

Wavelet Neural Network ◽

Signal Classification ◽

Ecg Signal ◽

Pruning Algorithm

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Electrocardiogram (ECG) signal classification using s-transform, genetic algorithm and neural network

2013 IEEE 1st International Conference on Condition Assessment Techniques in Electrical Systems (CATCON) ◽

10.1109/catcon.2013.6737526 ◽

2013 ◽

Cited By ~ 7

Author(s):

Manab Kumar Das ◽

Dipak Kumar Ghosh ◽

Samit Ari

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Signal Classification ◽

Ecg Signal ◽

S Transform ◽

Electrocardiogram Ecg

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Fault Tolerant Neural Network for ECG Signal Classification Systems

Advances in Electrical and Computer Engineering ◽

10.4316/aece.2011.03003 ◽

2011 ◽

Vol 11 (3) ◽

pp. 17-24 ◽

Cited By ~ 5

Author(s):

M. MERAH ◽

A. OUAMRI ◽

A. NAIT-ALI ◽

M. KECHE

Keyword(s):

Neural Network ◽

Fault Tolerant ◽

Classification Systems ◽

Signal Classification ◽

Ecg Signal

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ECG Signal Classification Using GAME Neural Network and Its Comparison to Other Classifiers

Artificial Neural Networks - ICANN 2008 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-87536-9_79 ◽

2008 ◽

pp. 768-777 ◽

Cited By ~ 2

Author(s):

Miroslav Čepek ◽

Miroslav Šnorek ◽

Václav Chudáček

Keyword(s):

Neural Network ◽

Signal Classification ◽

Ecg Signal

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