Cover Image

Do Large Language Models Think Like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lei, Yu, Ge, Xingyang, Zhang, Yi, Yang, Yiming, Ma, Bolei
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Neurons and Cognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

fMRI Exploration of Visual Quality Assessment
by: Zhang, Yiming, et al.
Published: (2024)

BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction
by: Sun, Guoying, et al.
Published: (2025)

Dynamic Brain Behaviours in Stroke: A Longitudinal Investigation Based on fMRI Analysis
by: Wu, Kaichao, et al.
Published: (2023)

Comparing and Scaling fMRI Features for Brain-Behavior Prediction
by: Sieler, Mikkel Schöttner, et al.
Published: (2025)

Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks
by: Qu, Gang, et al.
Published: (2024)

Learning Image Derived PDE-Phenotypes from fMRI Data
by: Bica, Ion, et al.
Published: (2024)

Resting state fMRI-based brain information flow mapping
by: Wang, Ze
Published: (2024)

BrainCodec: Neural fMRI codec for the decoding of cognitive brain states
by: Nishimura, Yuto, et al.
Published: (2024)

BOLDreams: Dreaming with pruned in-silico fMRI Encoding Models of the Visual Cortex
by: Hussain, Uzair, et al.
Published: (2025)

Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding
by: Huang, Heng, et al.
Published: (2024)

On the validity of fMRI studies with subject-level data processed through different pipelines
by: Germani, Elodie, et al.
Published: (2024)

Neural network-based encoding in free-viewing fMRI with gaze-aware models
by: Gozukara, Dora, et al.
Published: (2026)

A 7T fMRI dataset of synthetic images for out-of-distribution modeling of vision
by: Gifford, Alessandro T., et al.
Published: (2025)

Effective connectivity signatures in major depressive disorder: fMRI study using a multi-site dataset
by: Dai, Peishan, et al.
Published: (2023)

Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin
by: Yap, Sin-Yee, et al.
Published: (2025)

Preparing fMRI Data for Statistical Analysis
by: Nieto-Castanon, Alfonso
Published: (2022)

Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data
by: Luo, Yiqian, et al.
Published: (2024)

Data Integration with Fusion Searchlight: Classifying Brain States from Resting-state fMRI
by: Wein, Simon, et al.
Published: (2024)

Localization of Seizure Onset Zone based on Spatio-Temporal Independent Component Analysis on fMRI
by: Sadjadi, Seyyed Mostafa, et al.
Published: (2025)

The HCP multi-pipeline dataset: an opportunity to investigate analytical variability in fMRI data analysis
by: Germani, Elodie, et al.
Published: (2023)

The Dynamics of Triple Interactions in Resting fMRI: Insights into Psychotic Disorders
by: Li, Qiang, et al.
Published: (2024)

A Dual-Head Transformer-State-Space Architecture for Neurocircuit Mechanism Decomposition from fMRI
by: Korponay, Cole
Published: (2026)

HOI-Brain: a novel multi-channel transformers framework for brain disorder diagnosis by accurately extracting signed higher-order interactions from fMRI
by: Zhao, Dengyi, et al.
Published: (2025)

Neural association between musical features and shared emotional perception while movie-watching: fMRI study
by: Muller-Rodriguez, Leonardo, et al.
Published: (2024)

Resting state fMRI-based temporal coherence mapping
by: Wang, Ze
Published: (2021)

Functional Brain Network Identification in Opioid Use Disorder Using Machine Learning Analysis of Resting-State fMRI BOLD Signals
by: Temtam, Ahmed, et al.
Published: (2024)

Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space
by: Luo, Yiqian, et al.
Published: (2025)

Functional voxel hierarchy and afferent capacity revealed mental state transition on dynamic correlation resting-state fMRI
by: Lee, Dong Soo, et al.
Published: (2024)

Fusion Learning from Dynamic Functional Connectivity: Combining the Amplitude and Phase of fMRI Signals to Identify Brain Disorders
by: Hu, Jinlong, et al.
Published: (2026)

Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis
by: Zhao, Haokai, et al.
Published: (2024)

Spatiotemporal Learning of Brain Dynamics from fMRI Using Frequency-Specific Multi-Band Attention for Cognitive and Psychiatric Applications
by: Bae, Sangyoon, et al.
Published: (2025)

Exploring the changes in brain network SC-FC coupling patterns of partial sleep deprivation based on DTI-fMRI fusion analysis
by: Liu, Mengyuan, et al.
Published: (2025)

Cost efficiency of fMRI studies using resting-state vs task-based functional connectivity
by: Zhang, Xinzhi, et al.
Published: (2024)

Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
by: Guo, Hanning, et al.
Published: (2026)

Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer
by: Beliy, Roman, et al.
Published: (2025)

SLIM-Brain: A Data- and Training-Efficient Foundation Model for fMRI Data Analysis
by: Wang, Mo, et al.
Published: (2025)

BOLDSimNet: Examining Brain Network Similarity between Task and Resting-State fMRI
by: Kim, Boseong, et al.
Published: (2025)

An Adaptively Weighted Averaging Method for Regional Time Series Extraction of fMRI-based Brain Decoding
by: Zhu, Jianfei, et al.
Published: (2024)

Ensemble-based graph representation of fMRI data for cognitive brain state classification
by: Vlasenko, Daniil, et al.
Published: (2025)

NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text
by: Yang, Yanting, et al.
Published: (2025)