Search results for "fourier"

showing 10 items of 1345 documents

Key issues in decomposing fMRI during naturalistic and continuous music experience with independent component analysis

2014

Background: Independent component analysis (ICA) has been often used to decompose fMRI data mostly for the resting-state, block and event-related designs due to its outstanding advantage. For fMRI data during free-listening experiences, only a few exploratory studies applied ICA.New method: For processing the fMRI data elicited by 512-s modern tango, a FFT based band-pass filter was used to further pre-process the fMRI data to remove sources of no interest and noise. Then, a fast model order selection method was applied to estimate the number of sources. Next, both individual ICA and group ICA were performed. Subsequently, ICA components whose temporal courses were significantly correlated …

AdultMalereal-world experiencesComputer scienceSpeech recognitionFast Fourier transformDiffusion mapTIME-SERIESfast model order selectionORDER SELECTION050105 experimental psychologyYoung AdultNUMBER03 medical and health sciences0302 clinical medicineImage Processing Computer-AssistedDiffusion mapHumans0501 psychology and cognitive sciencesICABlock (data storage)ta113Brain MappingPrincipal Component AnalysisGeneral NeurosciencefMRI05 social sciencesBrainFilter (signal processing)Magnetic Resonance ImagingIndependent component analysisSpectral clusteringOxygenMODELDIFFUSION MAPSAcoustic StimulationFFT filterta6131Auditory PerceptionFemaleHUMAN BRAIN ACTIVITYNoise (video)DYNAMICAL-SYSTEMSDigital filterMusic030217 neurology & neurosurgeryMRIJournal of Neuroscience Methods
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Surrogate data approaches to assess the significance of directed coherence: Application to EEG activity propagation

2009

This paper addresses the topic of evaluating the significance of frequency domain measures of causal coupling in multivariate time series through generation of surrogate data. The considered approaches are the traditional Fourier Transform (FT) algorithm and a new causal FT (CFT) algorithm for surrogate data generation. Both algorithms preserve the FT modulus of the original series; differences are in the phase relationships, that are completely destroyed for FT surrogates and imposed after switching off the link over the considered causal direction for CFT surrogates. The ability of the algorithms to assess causality in the frequency domain was tested using the directed coherence as discri…

AdultMultivariate statisticsSpeech recognitionBiomedical EngineeringElectroencephalographySurrogate datasymbols.namesakemedicineHumansCoherence (signal processing)Diagnosis Computer-AssistedMathematicsmedicine.diagnostic_testbusiness.industryMedicine (all)BrainElectroencephalographySignal Processing Computer-AssistedPattern recognitionCell BiologyFourier transformEeg activityData Interpretation StatisticalFrequency domainSettore ING-INF/06 - Bioingegneria Elettronica E InformaticasymbolsDirect couplingArtificial intelligenceNerve NetbusinessAlgorithmsDevelopmental Biology2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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Testing Frequency-Domain Causality in Multivariate Time Series

2010

We introduce a new hypothesis-testing framework, based on surrogate data generation, to assess in the frequency domain, the concept of causality among multivariate (MV) time series. The approach extends the traditional Fourier transform (FT) method for generating surrogate data in a MV process and adapts it to the specific issue of causality. It generates causal FT (CFT) surrogates with FT modulus taken from the original series, and FT phase taken from a set of series with causal interactions set to zero over the direction of interest and preserved over all other directions. Two different zero-setting procedures, acting on the parameters of a MV autoregressive (MVAR) model fitted on the ori…

AdultMultivariate statisticsTime FactorsBiomedical EngineeringSurrogate datasymbols.namesakemultivariate autoregressive (MVAR) modeldirected coherence (DC)StatisticsHumansCoherence (signal processing)Computer SimulationEEGMathematicsSignal processingsurrogate dataFourier Analysispartial directed coherence (PDC)Models CardiovascularReproducibility of ResultsEstimatorElectroencephalographySignal Processing Computer-AssistedCardiovascular variabilityFourier transformAutoregressive modelFrequency domainMultivariate AnalysisSettore ING-INF/06 - Bioingegneria Elettronica E InformaticasymbolsAlgorithmAlgorithmsIEEE Transactions on Biomedical Engineering
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Phase information of time-frequency transforms as a key feature for classification of atrial fibrillation episodes

2015

[EN] Patients suffering from atrial fibrillation can be classified into different subtypes, according to the temporal pattern of the arrhythmia and its recurrence. Nowadays, clinicians cannot differentiate a priori between the different subtypes, and patient classification is done afterwards, when its clinical course is available. In this paper we present a comparison of classification performances when differentiating paroxysmal and persistent atrial fibrillation episodes by means of support vector machines. We analyze short surface electrocardiogram recordings by extracting modulus and phase features from several time-frequency transforms: short-time Fourier transform, Wigner-Ville, Choi-…

AdultSupport Vector MachineEXPRESION GRAFICA EN LA INGENIERIAPhysiologyBiomedical EngineeringBiophysicsPhase (waves)Sensitivity and SpecificityS-transform general Fourier-family transformCohort StudiesTertiary Care CentersElectrocardiographysymbols.namesakeText miningPhysiology (medical)Atrial FibrillationmedicineHumanscardiovascular diseasesAgedAged 80 and overPrincipal Component AnalysisFourier Analysisbusiness.industryCardiovascular AgentsAtrial fibrillationPattern recognitionMiddle Agedmedicine.diseaseAtrial fibrillationTime–frequency analysisSupport vector machineFourier transformROC CurveFeature (computer vision)Fourier analysisArea Under CurveTime-frequency transformsHypertensionsymbolsArtificial intelligenceMedical emergencybusiness
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Lens-vault analysis and its correlation with other biometric parameters using swept-source OCT

2021

Purpose To measure lens vault (LV) and to assess its correlation with various ocular parameters in healthy eyes, using for all measurements the same high-resolution swept-source optical coherence tomographer (SS-OCT). Methods We prospectively recruited 67 Caucasian healthy patients whose mean age was 41.9 ± 12.4 years; only their right eye was included in the study. Data were all recorded with the ANTERION SS-OCT and comprised, for each patient, 5 consecutive measurements of LV, anterior chamber depth (ACD), lens thickness (LT), axial length (AL), white-to-white (WTW) distance, central corneal thickness (CCT), anterior chamber volume (ACV) and spur-to-spur (STS) distance. Results Mean LV wa…

Adultmedicine.medical_specialtyBiometryAnterior ChamberSignificant negative correlationPositive correlationSwept-source Fourier domainCorrelationLens thicknessOphthalmologyLens CrystallineHumansMedicineOptical coherence tomographybusiness.industrySpur-to-spurReproducibility of ResultsMean ageAxial lengthWhite-to-whiteMiddle AgedClinical routineCrystalline lens riseAxial Length Eyemedicine.anatomical_structureLens (anatomy)Original ArticlebusinessTomography Optical CoherenceOptometryJournal of Optometry
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Characterization of oligomeric compounds in secondary organic aerosol using liquid chromatography coupled to electrospray ionization Fourier transfor…

2009

The components of secondary organic aerosols (SOAs) generated from the gas-phase ozonolysis of two C(10)H(16)-terpenes (alpha-pinene; sabinene) and a cyclic C(6)H(10) alkene (cyclohexene) were characterized by the use of a Fourier transform ion cyclotron mass spectrometer equipped with an electrospray ionization source operated in the negative ion mode. Reversed-phase high-performance liquid chromatography was used to achieve chromatographic separation of highly oxidized organic compounds. In addition to the well-known group of low molecular weight oxidation products (monomers; e.g. dicarboxylic acids), higher molecular weight compounds (dimers) were also detected and their exact elemental …

AerosolsSpectrometry Mass Electrospray IonizationChromatographyChemistryElectrospray ionizationOrganic ChemistryAnalytical chemistryExtractive electrospray ionizationMass spectrometryTandem mass spectrometryFourier transform ion cyclotron resonanceIon sourceAnalytical ChemistryTandem Mass SpectrometryCyclohexenesSpectroscopy Fourier Transform InfraredMonoterpenesDirect electron ionization liquid chromatography–mass spectrometry interfaceChromatography High Pressure LiquidSpectroscopyBicyclic MonoterpenesAmbient ionizationRapid Communications in Mass Spectrometry
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Elliptic convolution operators on non-quasianalytic classes

2001

For those nonquasianalytic classes in which an extension of the classical Borel's theorem holds we show that every elliptic convolution operator is the composition of a translation and an invertible ultradifferential operator. This answers a question asked by Chou in: La transformation de Fourier complexe et l'equation de convolution, LNM 325, Berlin-Heidelberg-New York (1973).

AlgebraSemi-elliptic operatorsymbols.namesakeOperator (computer programming)Fourier transformGeneral MathematicssymbolsConvolution theoremConvolution powerShift operatorCircular convolutionConvolutionMathematicsArchiv der Mathematik
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Ammonium ion mediated resorcarene capsules: ESI-FTICRMS study on gas-phase structure and ammonium ion affinity of tetraethyl resorcarene and its per-…

2003

AbstractThe ammonium ion binding affinities of tetraethyl resorcarene (1) and its per-methylated derivative (2) were studied by electrospray ionization Fourier transform ion cyclotron resonance (ESI-FTICR) mass spectrometry. Ten different ammonium ions were tested as guests for the resorcarenes. A strong tendency for complex formation was observed with all ammonium ions of size and charge distribution suitable for noncovalent interactions with the cavities of the resorcarene hosts 1 and 2. Although differences in ammonium ion affinities were observed between 1 and 2 due to the dissimilar conformations, the overall tendency was that increase in the degree of substitution and the length of ca…

Ammonium bromideChemistryStereochemistryElectrospray ionizationIon cyclotron resonance spectrometryMass spectrometryFourier transform ion cyclotron resonanceInclusion compoundchemistry.chemical_compoundStructural BiologyPolymer chemistryAmmoniumAmmonium ion bindingSpectroscopyJournal of the American Society for Mass Spectrometry
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<title>Stereovision studies by disbalanced images</title>

2003

Studies are focused on design and appraisal of an objective test of the quality of stereovision depending on optical stimuli blurring and detecting of the stereovision threshold at various stimuli blur degree. The method is based on the principles of grayscale and color random dot stereotests. Experiments may be divided with respect to the principle of demonstration: 1) the blur is modeled by defocusing an optical lens - the strength of the optical system is varied at a constant quality of the stimulus, or 2) the blur is simulated on the computer screen - here the quality of the stimulus varies. To obtain an independent description and to measure blurring the experimentally demonstrated ima…

Amplitude modulationsymbols.namesakeFourier transformbusiness.industryStereotestssymbolsComputer visionArtificial intelligencebusinessGrayscaleComputing systemsMathematicsSPIE Proceedings
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Fourier integral operators and inhomogeneous Gevrey classes

1988

Fourier integral operators with inhomogeneous amplitude and phase junction are studied in the frame of Gevrey classes. Applications are given to propagation of singularities for a pseudodifferential equation.

AmplitudeApplied MathematicsMathematical analysisFrame (networking)Mathematics::Analysis of PDEsMicrolocal analysisPhase (waves)Gravitational singularityMathematics::Spectral TheoryOscillatory integral operatorFourier integral operatorMathematicsAnnali di Matematica Pura ed Applicata
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