Brain Decoding

2 papers across 2 sessions

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Brain-Inspired fMRI-to-Text Decoding via Incremental and Wrap-Up Language Modeling

#2108 Spotlight · Wentao Lu, Dong Nie, Pengcheng Xue, Zheng Cui, Piji Li, Daoqiang Zhang, Xuyun Wen

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks

#2010 · Sara Cammarota, Matteo Ferrante, Nicola Toschi

We introduce a brain decoding framework that maps fMRI data to interpretable semantic concepts for image reconstruction. This pipeline maintains high reconstruction quality, revealing voxel-level concept activations, enabling neuroscientific insight.