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InfoMax Inc algorithm for ica
Algorithm For Ica, 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/ica+algorithms/ica+algorithm/pmc11200888-107-5-2
Average 90 stars, based on 1 article reviews
algorithm for ica - by Bioz Stars, 2026-10
90/100 stars

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Article Title: Objective Pain Assessment Using Deep Learning Through EEG-Based Brain-Computer Interfaces.
Article Snippet: The Infomax algorithm for ICA was applied to the EEG data to identify and extract independent components.

Article Title: Fixation-related electrical potentials during a free visual search task reveal the timing of visual awareness
Article Snippet: Additionally, for micro-saccades detection, a magnitude threshold of 1° was used, and the interval between successive saccades was set as 50ms for saccades clustering., A customised ICA was then run on the EEG data that contained eye-movement information, using the infomax ICA algorithm of Bell and Sejnowski.

Article Title: Resting-state brain network in Parkinson’s disease with different degrees of depression
Article Snippet: The data analysis process mainly included four steps: dimensionality reduction, group ICA, post-reconstruction, and matching network of interest and independent components. (1) Dimensionality reduction of resting state data: dimensionality reduction of data was set to principal component analysis (PCA); (2) group ICA: The ICA algorithm (Infomax) was used to calculate the spatially independent components of the dimensionally reduced data, and the number of components was automatically estimated by the ICA algorithm (the automatic estimated value was 77).

Article Title: Auditory Sensory Gating: Effects of Noise
Article Snippet: Next, the Infomax algorithm for ICA was performed on individual concatenated CAEP S1 and S2 segments for the purpose of artifact rejection.

Article Title: IABC: A Toolbox for Intelligent Analysis of Brain Connectivity.
Article Snippet: Then, the toolbox implements the (Infomax) ICA algorithm to decompose the principal components and obtains initial group-level ICs.

Article Title: TMS combined with EEG: Recommendations and open issues for data collection and analysis.
Article Snippet: ARTIST applies a two-step ICA; the ICA algorithm is based on Infomax [226].

Article Title: Depressive states in healthy subjects lead to biased processing in frontal-parietal ERPs during emotional stimuli.
Article Snippet: Eye movement components that were similar to two EOG recordings were removed by the Infomax ICA algorithm.

Article Title: Reliability of Mental Workload Index Assessed by EEG with Different Electrode Configurations and Signal Pre-Processing Pipelines
Article Snippet: The extended Infomax [ ] ICA algorithm was used in this work.



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