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International Journal For Multidisciplinary Research
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EEG Signal Classification for Epileptic Seizure Detection using EMD and ELM algorithms
Author(s) | Nivetha N |
---|---|
Country | India |
Abstract | This paper proposes the classification of EEG signal for epilepsy diagnosis. Epilepsy is a neurological disorder which occurs due to synchronous neuronal activity in brain. Empirical Mode Decomposition (EMD), Extreme Learning Machine (ELM) are the technique delivered in the proposed method.Input EEG signal, which is available in online as Bonn Database is decomposed into five Intrinsic Mode Functions (IMFs) using EMD. |
Keywords | EEG,EMD,EML, interictal |
Field | Engineering |
Published In | Volume 6, Issue 2, March-April 2024 |
Published On | 2024-03-09 |
Cite This | EEG Signal Classification for Epileptic Seizure Detection using EMD and ELM algorithms - Nivetha N - IJFMR Volume 6, Issue 2, March-April 2024. DOI 10.36948/ijfmr.2024.v06i02.14406 |
DOI | https://doi.org/10.36948/ijfmr.2024.v06i02.14406 |
Short DOI | https://doi.org/gtmbjs |
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