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Epilepsy, one of the most common neurological disorders of the human brain, is unpredictable and irregular. There is much difficulty involved in its detection. Here, a sequential processing feature extraction method and a novel multiplicative extreme learning machine are proposed for using in the electroencephalogram (EEG) classification process towards epileptic seizure detection. Firstly, a discrete...
This paper investigates exponentially stable guaranteed cost control (GCC) for a class of nonlinear systems which is represented by Takagi–Sugeno (T–S) fuzzy systems. State feedback controllers of parallel distributed compensation (PDC) structure are designed by the means of GCC for continuous and discrete-time T–S fuzzy systems respectively. GCC methods in this paper adopt quadratic performance functions,...
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