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eeglab's implementation of the extended infomax algorithm—runica  (InfoMax Inc)

 
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    InfoMax Inc eeglab's implementation of the extended infomax algorithm—runica
    Eeglab's Implementation Of The Extended Infomax Algorithm—Runica, 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/runica+algorithm/eeglab+infomax+ica++iclabel/pmc11939923-155-10-15
    Average 90 stars, based on 1 article reviews
    eeglab's implementation of the extended infomax algorithm—runica - by Bioz Stars, 2026-09
    90/100 stars

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    Related Articles

    Comparison:

    Article Title: Artifact-reference multivariate backward regression (ARMBR): a novel method for EEG blink artifact removal with minimal data requirements.
    Article Snippet: Magenta circles denote ARMBR, red squares denote MNE-SSP, green stars denote MNE Reg, cyan triangles denote ASR, and blue triangles denote EEGLAB Infomax ICA+ ICLabel.

    Article Title: Artifact-reference multivariate backward regression (ARMBR): a novel method for EEG blink artifact removal with minimal data requirements.
    Article Snippet: Comparison using three different error metrics (RMSE, SNR, and ρpearson) between the ARMBR method and each of the alternative methods, (MNE SSP shown as red squares, MNE Reg shown as green stars, ASR as cyan triangles, and EEGLAB Infomax ICA+ ICLabel shown as blue triangles).

    Article Title: Artifact-reference multivariate backward regression (ARMBR): a novel method for EEG blink artifact removal with minimal data requirements.
    Article Snippet: Performance of ARMBR, MNE SSP, MNE reg, ASR, and EEGLAB Infomax ICA+ ICLabel for the original 128-channel montage (red bars) and three subsets of this montage—specifically, montages with 64 (orange bars), 32 (purple bars), and 16 channels (green bars).


    Article Title: Artifact-reference multivariate backward regression (ARMBR): a novel method for EEG blink artifact removal with minimal data requirements.
    Article Snippet: Magenta boxes with circles denote ARMBR, red boxes with squares denote MNE-SSP, green boxes with stars denote MNE Reg, cyan boxes with triangles denote ASR, and blue boxes with triangles denote EEGLAB Infomax ICA + ICLabel.

    Article Title: Artifact-reference multivariate backward regression (ARMBR): a novel method for EEG blink artifact removal with minimal data requirements.
    Article Snippet: ARMBR and Infomax ICA + ICLabel generally perform similarly to each other, and outperform the MNE methods, SSP and Reg.

    Article Title: Artifact-reference multivariate backward regression (ARMBR): a novel method for EEG blink artifact removal with minimal data requirements.
    Article Snippet: We apply ARMBR, MNE SSP, MNE Reg, ASR, and EEGLAB ICA Infomax + ICLabel to Figure 7.

    Article Title: Single-Trial Electroencephalography Discrimination of Real, Regulated, Isometric Wrist Extension and Wrist Flexion
    Article Snippet: The filtered, single-trial data underwent independent component analysis (ICA) using EEGLAB’s implementation of the extended Infomax algorithm—Runica [ ].



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