Literature DB >> 17271722

EEG features extraction using neuro-fuzzy systems and shift-invariant wavelet transforms for epileptic seizures diagnosing.

A Akhbardeh1, M Farrokhi, A Vahabian Tehrani.   

Abstract

Electro-encephalogram Spikes Classification and latency computing is one of the important tools in epilepsy diagnosing. However, overlapped spikes cause complexity in problem solving. We use neuro-fuzzy systems and shift-invariant wavelet transforms to solve this problem. It has been shown that our suggested procedures have high-resolution and are able to classify and perform latency computing of overlapped spikes.

Entities:  

Year:  2004        PMID: 17271722     DOI: 10.1109/IEMBS.2004.1403203

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  An intelligent ballistocardiographic chair using a novel SF-ART neural network and Biorthogonal wavelets.

Authors:  Alireza Akhbardeh; Sakari Junnila; Teemu Koivistoinen; Alpo Värri
Journal:  J Med Syst       Date:  2007-02       Impact factor: 4.460

2.  Automated Detection of Caffeinated Coffee-Induced Short-Term Effects on ECG Signals Using EMD, DWT, and WPD.

Authors:  Bikash K Pradhan; Maciej Jarzębski; Anna Gramza-Michałowska; Kunal Pal
Journal:  Nutrients       Date:  2022-02-19       Impact factor: 5.717

  2 in total

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