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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Meta Research
facebookresearch • ai-lab
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Created
Mar 24, 2026
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README Summary
**A Foundation Model of Vision, Audition, and Language for In-Silico Neuroscience**
Community Evaluation
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Brain Activity PredictionBrain-Computer Interface (BCI)Brain-Computer InterfacesComputer VisionCross-modal LearningData Integration Across ModalitiesDeep LearningDeep Learning for NeuroscienceFeature Extraction and FusionFeature FusionModel Training and EvaluationMultimodal LearningMultimodal Machine LearningNatural Language ProcessingNeural Encoding ModelsNeural Response PredictionNeuroscience Data AnalysisNeuroscience Machine Learning
Tags
Brain Activity PredictionBrain-Computer Interface (BCI)Brain-Computer InterfacesComputer VisionCross-modal LearningData Integration Across ModalitiesDeep LearningDeep Learning for NeuroscienceFeature Extraction and FusionFeature FusionModel Training and EvaluationMultimodal LearningMultimodal Machine LearningNatural Language ProcessingNeural Encoding ModelsNeural Response PredictionNeuroscience Data AnalysisNeuroscience Machine LearningForkedHuggingFaceJupyterLlamaMultimodal AIPandasPythonPyTorchTransformersWeights & Biases
Taxonomy
AI Trends
Deployment Context
Skill Areas
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
Use Cases
Neural activity modelingUnderstanding brain-stimulus relationshipsNeuroscience research and experimentationBrain response prediction from multimodal stimuliNeural encoding modelingUnderstanding brain processing mechanismsNeuroscience research advancementBrain Response Prediction from Multimodal StimuliNeural Encoding Model DevelopmentNeuroscience Research and Brain Activity Analysis
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Updated 2 months ago
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research- Quality
- medium
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- research
Categories
Observability & MonitoringPrimaryData Science & AnalyticsFoundation ModelsModel TrainingSafety & AlignmentMultimodal AIOther AI / ML
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Jupyter Notebook100.0%
Timeline
- Project created
- Mar 24, 2026
- Forked
- Mar 26, 2026
- Your last push
- 2 months ago
- Upstream last push
- 23 days ago
- Tracked since
- Mar 26, 2026
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