Voxelwise Encoding Model tutorials from the Gallant lab.
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Mar 12, 2025 - Jupyter Notebook
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encoding-models
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Data and code for the Algonauts Project 2025 challenge.
challenge artificial-intelligence computational-neuroscience fmri encoding-models naturalistic-movies multimodal-stimulation
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Feb 24, 2025 - Jupyter Notebook
Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)
ai neural-network neuroscience embeddings artificial-intelligence transformer fmri language-model xai rag explainability huggingface llm retrieval-augmented-generation encoding-models
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Nov 15, 2024 - Python
Trained encoding models to generate in silico neural responses for arbitrary stimuli.
eeg computational-neuroscience dataset fmri human-vision encoding-models synthetic-neural-responses in-silico-neuroscience
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Mar 18, 2025 - Jupyter Notebook
Code to reproduce the results from the NSD-synthetic data release paper.
neuroscience computational-neuroscience nsd fmri visual-neuroscience out-of-distribution-generalization encoding-models
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Mar 12, 2025 - Python
Algorithms to investigate (through neural control) the representational relationships between univariate or multivariate in silico fMRI responses of multiple visual areas of the brain.
deep-neural-networks eeg computational-neuroscience fmri human-vision neural-control retinotopic-cortex mid-level-vision encoding-models
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Mar 12, 2025 - MATLAB
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