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Optimizing EEG ICA Decomposition with Machine Learning: A CNN-Based Alternative to EEGLAB for Fast and Scalable Brain Activity Analysis.

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Title: Optimizing EEG ICA Decomposition with Machine Learning: A CNN-Based Alternative to EEGLAB for Fast and Scalable Brain Activity Analysis.
Authors: Avital, Nuphar1,2 (AUTHOR), Gelkop, Tal2,3 (AUTHOR), Brenner, Danil3 (AUTHOR), Malka, Dror1,3 (AUTHOR) drorm@hit.ac.il
Source: AI. Dec2025, Vol. 6 Issue 12, p312. 23p.
Database: Academic Search Ultimate
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  Data: Optimizing EEG ICA Decomposition with Machine Learning: A CNN-Based Alternative to EEGLAB for Fast and Scalable Brain Activity Analysis.
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  Data: <searchLink fieldCode="JN" term="%22AI%22">AI</searchLink>. Dec2025, Vol. 6 Issue 12, p312. 23p.
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        Value: 10.3390/ai6120312
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      – Code: eng
        Text: English
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        PageCount: 23
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      – TitleFull: Optimizing EEG ICA Decomposition with Machine Learning: A CNN-Based Alternative to EEGLAB for Fast and Scalable Brain Activity Analysis.
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            NameFull: Avital, Nuphar
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            NameFull: Gelkop, Tal
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              Text: Dec2025
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