Author

Sanjeev Nara

2 papers indexed here

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Open access Sep 2026

Early EEG responses indicate liking for artworks presented in rapid visual streams

When we appreciate visual art, we often take our time: We visit museums or galleries and deliberately engage with artworks and their meaning. Yet, our liking might at least partly be shaped by incidental encoding of the artworks’ visual features, a process initially independent from sustained engagement. Here, we show...

Sanjeev Nara, Vaishali Goyal, G. Menegon et al. · bioRxiv · 0 citations

#artificial intelligence Preprint Sep 2026

Do Vision Model See Like the Brain? A Comparison Across EEG Encoding Model

It is proposed that CNN training's classification bottleneck compresses brain-relevant information at depth, unlike transformers's self-attention and non-classification objectives, which reflect signal strength and persistence rather than distinct brain regions.

S. Baghel, Kshitij Dwivedi, Dinesh Singh et al. · 0 citations