2018 · 14 citations · 10 references
EngineeringComputer EngineeringElectrical EngineeringEmbedded SystemsField-programmable Gate ArraysReconfigurable ComputingDigital Signal ProcessingElectroencephalogram AnalysisElectroencephalogram Signal ProcessingElectroencephalographyFpga ArchitectureNeural Signal ProcessingEeg Signal ProcessingEeg-based Seizure DetectionElectroencephalogram ClassificationElectroencephalogram Signal AnalysisElectroencephalography-based Seizure ClassificationEpileptic Seizure DetectionSeizure DetectionSeizures
Epilepsy is a neurological disorder identified by successive sudden seizures resulting from transient and recurrent electrical discharges in the brain. Their detection is possible by analyzing electroencephalogram (EEG) signals. EEG is the commonly used clinical tool for neurological disorders due to the valuable information that contains about brain activities. The work presented in this paper is oriented towards two parts. A first part is dedicated to the description and the validation of our detection system using the classification algorithm, AntMiner+. The second part focuses on the design and the implementation of our application on the Xilinx ZC702 embedded board.
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Classification With Ant Colony Optimization
David Martens, Manu De Backer, Raf Haesen et al. · IEEE Transactions on Evolutionary Computation · 2007 · 436 citations