Search results for "adaptive algorithm"

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TMS-evoked long-lasting artefacts: A new adaptive algorithm for EEG signal correction

2017

Abstract Objective During EEG the discharge of TMS generates a long-lasting decay artefact (DA) that makes the analysis of TMS-evoked potentials (TEPs) difficult. Our aim was twofold: (1) to describe how the DA affects the recorded EEG and (2) to develop a new adaptive detrend algorithm (ADA) able to correct the DA. Methods We performed two experiments testing 50 healthy volunteers. In experiment 1, we tested the efficacy of ADA by comparing it with two commonly-used independent component analysis (ICA) algorithms. In experiment 2, we further investigated the efficiency of ADA and the impact of the DA evoked from TMS over frontal, motor and parietal areas. Results Our results demonstrated t…

MaleTime Factorsmedicine.medical_treatmentElectroencephalographySignal0302 clinical medicineSignal correctionDetrendEEGAdaptive algorithmmedicine.diagnostic_test05 social sciencesElectroencephalographyTranscranial Magnetic StimulationSensory SystemsAlgorithmNeurologyArtefact; Detrend; EEG; ICA; TMS; Sensory Systems; Neurology; Neurology (clinical); Physiology (medical)ArtifactFemalePrimary motor cortexArtifactsPsychologyAlgorithmsHumanAdultTime Factor050105 experimental psychologyNOYoung Adult03 medical and health sciencesPhysiology (medical)medicineHumansMiddle frontal gyrus0501 psychology and cognitive sciencesICAArtefactSettore M-PSI/02 - Psicobiologia E Psicologia Fisiologicabusiness.industryPattern recognitionIndependent component analysisTranscranial magnetic stimulationTMSNeurology (clinical)Artificial intelligenceSensory SystembusinessNeuroscience030217 neurology & neurosurgeryClinical Neurophysiology
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