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independent component analysis (ica; infomax algorithm)  (InfoMax Inc)

 
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    Structured Review

    InfoMax Inc independent component analysis (ica; infomax algorithm)
    Independent Component Analysis (Ica; Infomax Algorithm), supplied by InfoMax 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/independent+component+analysis+algorithm/independent+component+analysis/pmc11897728-176-9-13
    Average 90 stars, based on 1 article reviews
    independent component analysis (ica; infomax algorithm) - by Bioz Stars, 2026-10
    90/100 stars

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    other:

    Article Title: Test anxiety shapes theta band activity linked to elevated working memory load during the encoding phase.
    Article Snippet: Test anxiety is a prevalent issue among students, recognized for its disruptive impact on working memory through the depletion of attentional control resources; however, its precise effect on the underlying processes of working memory remains insufficiently understood.. This study investigated the impact of test anxiety on neural oscillatory patterns during a Sternberg working memory task with three levels of cognitive load (2, 4 and 8 letters), using EEG.. Participants with high test anxiety (HTA) and low test anxiety (LTA) were compared.

    Article Title: Beta tACS of varying intensities differentially affect resting-state and movement-related sensorimotor power
    Article Snippet: Next, independent component analysis (ICA) was performed, using the Infomax algorithm.

    Article Title: Flanking age: Multilingualism and its role in shaping cognitive decline and neural dynamics.
    Article Snippet: Independent Component Analysis (ICA) was then performed using the infomax restricted algorithm (512 steps) to remove artifacts such as eye blinks, saccades, and muscle contractions.

    Article Title: A Novel Working Memory Task-Induced EEG Response (WM-TIER) Feature Extraction Framework for Detecting Alzheimer's Disease and Mild Cognitive Impairment.
    Article Snippet: Moreover, contamination from other possible artifact components, such as generic discontinuities and electromyography (EMG) signals, was further removed by using the independent component analysis (ICA, Infomax, EEGLAB [89]) and the ADJUST algorithm [90].

    Article Title: Neural responses to global and local visual information processing provide neural signatures of ADHD symptoms.
    Article Snippet: Infomax independent component analysis (ICA) was employed to identify artifacts related to eye movements and other sources (Radüntz et al., 2017), which were then manually removed.

    Article Title: Altered microstate C and D dynamics in high social anxiety: a resting-state EEG study
    Article Snippet: Specifically, we corrected EEG signal segments contaminated by eye movements, blinks, electromyographic (EMG) disturbances, electrocardiographic (ECG) artifacts, or non-physiological noises by means of the Infomax independent component analysis (ICA) algorithm.

    Article Title: Pupil dilation evoked by painful electrical stimulation is abolished during pain inhibition by distraction.
    Article Snippet: An Infomax independent component analysis was applied using the in-built EEGLAB function Runica to identify and remove components associated with noise.

    Process/Product Development:

    Article Title: Unveiling the neural correlates of prospective memory: An ecological EEG study.
    Article Snippet: .. Biological and electrical artifacts were detected and removed through visual inspection, by removing from the analysis those segments with massive movements or electrical jumps, and Independent Component Analysis (ICA Infomax). ..



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