Towards neural foundation models for vision: Aligning EEG, MEG, and fMRI representations for decoding, encoding, and modality conversion.

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Title: Towards neural foundation models for vision: Aligning EEG, MEG, and fMRI representations for decoding, encoding, and modality conversion.
Authors: Ferrante, Matteo1, matteo.ferrante@uniroma2.it, Boccato, Tommaso1, Rashkov, Grigorii1, Toschi, Nicola1,2
Source: Information Fusion; Feb2026:Part B, Vol. 126, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 188708363
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PubType: Academic Journal
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1016/j.inffus.2025.103650
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      – Code: eng
        Text: English
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        PageCount: 1
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      – TitleFull: Towards neural foundation models for vision: Aligning EEG, MEG, and fMRI representations for decoding, encoding, and modality conversion.
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            NameFull: Ferrante, Matteo
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            NameFull: Boccato, Tommaso
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            NameFull: Rashkov, Grigorii
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            – D: 05
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              Text: Feb2026:Part B
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              Y: 2026
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              Value: 126
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