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facebookresearch/tribev2

tribev2

This repository contains the code to train and evaluate TRIBE v2, a multimodal model for brain response prediction

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Builder

Meta Research

facebookresearch • ai-lab

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1,344

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Forks

294

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Activity Score

0/100

0 commits in 30d

Created

Mar 24, 2026

Project creation date

README Summary

This repository contains code for training and evaluating TRIBE v2, a multimodal model designed to predict brain responses. The model combines multiple data modalities to understand and forecast neural activity patterns. It provides tools for both model training and performance evaluation in brain response prediction tasks.

AI Dev Skills

Unmapped

Brain-Computer Interface (BCI)Neuroscience Machine LearningCross-modal LearningMultimodal Machine LearningBrain-Computer InterfacesNeural Response PredictionDeep LearningComputer VisionNatural Language ProcessingFeature FusionModel Training and EvaluationNeuroscience Data AnalysisMultimodal LearningNeural Encoding ModelsBrain Activity PredictionFeature Extraction and FusionDeep Learning for NeuroscienceData Integration Across Modalities

Taxonomy

AI Trends

Neuroscience-AI Integration Multimodal Reasoning Neuroscience AI Integration Foundation Models for Science Neural-Inspired AI

Deployment Context

Self-hosted On-premise Research Computing Research Environment

Industries

Healthcare Neuroscience Research Cognitive Science

Modalities

Audio Text Image Video Multimodal Brain Activity Data Neural Signals

Skill Areas

Brain-Computer Interface (BCI)Neuroscience Machine Learning Cross-modal Learning Multimodal Machine Learning Brain-Computer Interfaces Neural Response Prediction Deep Learning Computer Vision Natural Language Processing Feature Fusion Model Training and Evaluation Neuroscience Data Analysis Multimodal Learning Neural Encoding Models Brain Activity Prediction Feature Extraction and Fusion Deep Learning for Neuroscience Data Integration Across Modalities

Use Cases

Neural activity modeling Understanding brain-stimulus relationships Neuroscience research and experimentation Brain response prediction from multimodal stimuli Neural encoding modeling Understanding brain processing mechanisms Neuroscience research advancement Brain Response Prediction from Multimodal Stimuli Neural Encoding Model Development Neuroscience Research and Brain Activity Analysis

Recent Activity

Updated 18 days ago

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Quality

research

Quality: medium
Maturity: research

PM Skills

Developer Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created: Mar 24, 2026
Forked: Mar 26, 2026
Your last push: 18 days ago
Upstream last push: 14 days ago
Tracked since: Mar 26, 2026

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