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The Use of Time-Frequency Distributions for Epileptic Seizure detecting in electroencephalogram Recordings to a lower place the counsel of Prof. Niladri Bihari Puhan Team Members Harish Ravilla(MT2010046) shivah Mulleti(MT2010142) Abstract The detection of recorded epileptic rapture activity in encephalogram segments is crucial for the fix and classification of epileptic seizures. However, since seizure evolution is typically a dynamic and non stationary emergence and the portends be composed of six-fold frequencies, optical and conventional frequency-based methods have restrain application. In this project, we experimented the suitability of the time-frequency (t-f) summary to classify EEG signals for epileptic seizures, and we comp ar ii methods of t-f depth psychology for EEG signals. Short-time Fourier transforms (STFT) and Pseudo Wigner-Ville t-f distributions are used to aspire the baron spectrum density (PSD) of EEG signals. The synopsis is performed in troika stages: 1) t-f psychoanalysis and calculation of the PSD of each EEG segment. 2) Feature extraction, step the signal segment fractional postcode on finickyized t-f windows. 3) classification of the EEG segment (existence of epileptic seizure or not), victimisation artificial neural networks.

The methods are evaluated using peerless classification problems obtained from a benchmark EEG dataset, and qualitative and numeric results are presented. Acknowledgements: We thank all the citizenry who have helped and support us during the entire course of the project. We shorten the opportunity to educe special gratitude towards our advisors, Prof. Niladri Bihari Puhan for his encouragement and valuable guidance that helped us to crucify overleap and keep ourselves motivated. Table of Contents I. INTRODUCTION------------------------------------------------------------------------------5 II. MATERIALS AND METHODS-------------------------------------------------------------7 A. Dataset B. Time-Frequency...If you destiny to get a integral essay, order it on our website: Ordercustompaper.com

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