An Efficient FPGA Realization of Seizure Detection from EEG Signal Using Wavelet Transform and Statistical Features
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[1] Shereen Afifi,et al. Hardware Implementations of SVM on FPGA: A State-of-the-Art Review of Current Practice , 2015 .
[3] Ahmed Mehaoua,et al. Epileptic seizure detection from EEG signal using Discrete Wavelet Transform and Ant Colony classifier , 2014, 2014 IEEE International Conference on Communications (ICC).
[4] Carlos Guerrero-Mosquera,et al. New approach in features extraction for EEG signal detection , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[5] M. N. Shanmukha Swamy,et al. Model-Based Seizure Detection for Intracranial EEG Recordings , 2012, IEEE Transactions on Biomedical Engineering.
[6] J. Satheesh Kumar,et al. Support Vector Machine Technique for EEG Signals , 2013 .
[7] V. K. Bairagi,et al. Hardware Design of 2-D High Speed DWT by using Multiplierless 5/3 Wavelet Filters , 2012 .
[8] Tim Oates,et al. A Flexible Multichannel EEG Feature Extractor and Classifier for Seizure Detection , 2015, IEEE Transactions on Circuits and Systems II: Express Briefs.
[9] Wei-Ping Zhu,et al. Seizure detection exploiting EMD-wavelet analysis of EEG signals , 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).
[10] M. Hills. The psychological and social impact of epilepsy , 2007 .
[11] R. Halima,et al. Epileptic Seizure Detection Using an Algorithm Based on Fractal Dimension , 2016 .
[12] Jayadeva,et al. High performance EEG signal classification using classifiability and the Twin SVM , 2015, Appl. Soft Comput..
[13] Tom Fawcett,et al. An introduction to ROC analysis , 2006, Pattern Recognit. Lett..
[14] Nurettin Acir,et al. Automatic spike detection in EEG by a two-stage procedure based on support vector machines , 2004, Comput. Biol. Medicine.
[15] Suresh Chandra,et al. The Twin SVM Minimizes the Total Risk , 2017 .
[16] Chia-Ping Shen,et al. Epileptic Seizure Detection for Multichannel EEG Signals with Support Vector Machines , 2011, 2011 IEEE 11th International Conference on Bioinformatics and Bioengineering.
[17] Dimitrios I. Fotiadis,et al. Epileptic Seizure Detection in EEGs Using Time–Frequency Analysis , 2009, IEEE Transactions on Information Technology in Biomedicine.
[18] K. P. Soman,et al. Insight into Wavelets: From Theory to Practice , 2005 .
[19] J. Gotman,et al. A patient-specific algorithm for the detection of seizure onset in long-term EEG monitoring: possible use as a warning device , 1997, IEEE Transactions on Biomedical Engineering.