Cover Image

Stacked Regression using Off-the-shelf, Stimulus-tuned and Fine-tuned Neural Networks for Predicting fMRI Brain Responses to Movies (Algonauts 2025 Report)

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Scholz, Robert, Bagga, Kunal, Ahrends, Christine, Barbano, Carlo Alberto
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition Neurons and Cognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Algonauts Project 2025 Challenge: How the Human Brain Makes Sense of Multimodal Movies
by: Gifford, Alessandro T., et al.
Published: (2024)

Multimodal Recurrent Ensembles for Predicting Brain Responses to Naturalistic Movies (Algonauts 2025)
by: Eren, Semih, et al.
Published: (2025)

Optimized two-stage AI-based Neural Decoding for Enhanced Visual Stimulus Reconstruction from fMRI Data
by: Veronese, Lorenzo, et al.
Published: (2024)

Seeing the imagined: a latent functional alignment in visual imagery decoding from fMRI data
by: Spera, Fabrizio, et al.
Published: (2026)

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

Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN
by: Noble, Sneha, et al.
Published: (2024)

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

The ISLab Solution to the Algonauts Challenge 2025: A Multimodal Deep Learning Approach to Brain Response Prediction
by: Corsico, Andrea, et al.
Published: (2025)

SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments
by: Dahan, Simon, et al.
Published: (2025)

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

On The Causal Network Of Face-selective Regions In Human Brain During Movie Watching
by: Bavafa, Ali, et al.
Published: (2025)

Extracting Root-Causal Brain Activity Driving Psychopathology from Resting State fMRI
by: Strobl, Eric V.
Published: (2026)

Multi-Stage Graph Learning for fMRI Analysis to Diagnose Neuro-Developmental Disorders
by: Gao, Wenjing, et al.
Published: (2024)

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

Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification
by: Coluzzi, Davide, et al.
Published: (2023)

Deep Learning Inductive Biases for fMRI Time Series Classification during Resting-state and Movie-watching
by: Khodabandehloo, Behdad, et al.
Published: (2025)

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

Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training
by: Jha, Siddharth, 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)

Insights from the Algonauts 2025 Winners
by: Scotti, Paul S., et al.
Published: (2025)

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)

Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks
by: Qu, Gang, 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)

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)

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

ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI
by: Fang, Yuqi, 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)

Selection and Stability of Functional Connectivity Features for Classification of Brain Disorders
by: Saha, Aniruddha, et al.
Published: (2025)

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

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

Multi-modal MRI sensitive to age: Focus on early brain development in infants
by: Dubois, Jessica
Published: (2023)

Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations
by: Wang, Ruijie, et al.
Published: (2025)

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery
by: Kneeland, Reese, et al.
Published: (2025)