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cpsd function from  (MathWorks Inc)


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    MathWorks Inc cpsd function from
    Cpsd Function From, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/cpsd+function+of/pm39426257-66-65-68
    Average 90 stars, based on 1 article reviews
    cpsd function from - by Bioz Stars, 2026-10
    90/100 stars

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    other:

    Article Title: A machine learning approach using auditory odd-ball responses to investigate the effect of Clozapine therapy.
    Article Snippet: Objective: To develop a machine learning (ML) methodology based on features extracted from odd-ball auditory evoked potentials to identify neurophysiologic changes induced by Clozapine (CLZ) treatment in responding schizophrenic (SCZ) subjects.. This objective is of particular interest because CLZ, though a potentially dangerous drug, can be uniquely effective for otherwise medication-resistant SCZ subjects.. We wish to determine whether ML methods can be used to identify a set of EEG-based discriminating features that can simultaneously (1) distinguish all the SCZ subjects before treatment (BT) from healthy volunteer (HV) subjects, (2) distinguish EEGs collected before CLZ treatment (BT) vs. those collected after treatment (AT) for those subjects most responsive to CLZ, (3) discriminate least responsive subjects from HV AT, and (4) no longer discriminate most responsive subjects from HVs AT.

    Article Title: A portable and low-cost solution for real-time manipulation of the vestibular sense.
    Article Snippet: Background: The vestibular system encodes head motion in space which is naturally accompanied by other sensory cues.. Electrical stimuli, applied across the mastoid processes, selectively activate primary vestibular afferents which has spurred clinical and biomedical applications of electrical vestibular stimulation (EVS).. When properly matched to head motion, EVS may also manipulate the closed-loop relationship between actions and vestibular feedback to reveal the mechanisms of sensorimotor recalibration and learning.

    Article Title: Neural complexity is a common denominator of human consciousness across diverse regimes of cortical dynamics
    Article Snippet: Within each 5-s FC window, the cross-spectral density was computed with the MATLAB function cpsd (2-s Hamming windows with 50% overlap; frequency bins were logarithmically spaced to match wavelets from the spectral power analysis).

    Article Title: On the potential sources of a low-frequency sound percept only a few can hear
    Article Snippet: To improve the SNR, the cross power spectral density [ ] of the two recorded signals from the same ear was calculated using MatLab’s cpsd function, and SOAE candidates were identified in the resulting signal using the same procedures as described above.

    Article Title: Pelvic floor muscle electrical coupling in chronic pelvic pain: Insights into pathophysiology and botulinum toxin treatment effects.
    Article Snippet: Given two discrete-time signals x[n] and y[n], iCOH is the imaginary part (I) of their complex coherency, i.e. their cross-power spectrum at a given frequency (Sxy(f)) normalized by the root square of the product of their auto-spectrums at that frequency (Sxx(f), Syy(f)) (Nolte et al., 2004): iCOH(f) = I(Sxy(f)/ ̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅̅ (Sxx(f)Syy(f)) √ ) (2) In this study, Sxy(f), Sxx(f), and Syy(f) were computed using the cpsd function from MATLAB, dividing each contraction into ten overlapped signal segments of 4 s so that the frequency resolution was 0.25 Hz.

    Article Title: Atypical audio-visual neural synchrony and speech processing in early autism.
    Article Snippet: This was done using the cpsd function in Matlab, employing parameters consistent with the coherence analyses.

    Modification:

    Article Title: Neural Microstates Govern Perception of Auditory Input without Rhythmic Structure
    Article Snippet: .. Autopower and cross-power spectral densities were calculated using MATLAB’s cpsd function, which returns the cross-power spectral density estimate of two time series using Welch’s modified periodogram method. ..



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