Cover Image

BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sun, Guoying, Guo, Weiyu, Shao, Tong, Yang, Yang, Zeng, Haijin, Liu, Jie, Su, Jingyong
Format:	Preprint
Published:	2025
Subjects:	Neurons and Cognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Gradient of White Matter Functional Variability via fALFF Differential Identifiability
by: Chang, Xinle, et al.
Published: (2025)

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

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

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)

EmoMind: Decoding Affective Captions from Human Brain fMRI
by: Mohammed, Bilal A., et al.
Published: (2026)

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

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

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

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

Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI
by: Caselles-Dupré, Hugo, 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)

BOLDreams: Dreaming with pruned in-silico fMRI Encoding Models of the Visual Cortex
by: Hussain, Uzair, 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)

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

Do Large Language Models Think Like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI
by: Lei, Yu, 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)

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

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)

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

Ultrasonic Brain Computer Interfaces for Enhancing Human-Machine Cognition
by: Tyler, William J.
Published: (2026)

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

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)

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)

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)

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)

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

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

Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining
by: Xia, Junfeng, et al.
Published: (2026)

Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis
by: Zhao, Haokai, 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)

Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data
by: Thapaliya, Bishal, et al.
Published: (2023)

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

Teaching CORnet Human fMRI Representations for Enhanced Model-Brain Alignment
by: Lu, Zitong, et al.
Published: (2024)

Functional Whole-Brain Models: A New Framework for Unifying Brain Structure and Cognitive Function
by: Senden, Mario, et al.
Published: (2026)