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- W1507245770 abstract "This paper presents a new method of simulating electroencephalogram (EEG) signals induced by a particular form of newborn seizure. The technique utilises time– frequency signal synthesis. The simulation is based on a nonstationary multicomponent waveform with piecewise linear frequency modulation (LFM). The time–dependent spectral magnitude of the piecewise LFM multicomponent signal is assigned a slowly oscillating envelope and used to construct a time–frequency image. The time–frequency image is used to synthesise a time-domain signal using the modified short–time Fourier transform (MSTFT) magnitude method. The simulated seizures are varied according to several parameters outlined in the literature to provide a large database of EEG seizures. A comparison of the spectrograms of simulated and real seizure results in an average, two–dimensional correlation coefficient of 0.8 (N=5)." @default.
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- W1507245770 date "2005-01-01" @default.
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- W1507245770 title "Newborn EEG Seizure Simulation Using Time-Frequency Signal Synthesis" @default.
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