tribev2

Predict fMRI brain responses to video, audio, and text stimuli.

Updated Apr 6, 2026
One-click install
npx skills add https://github.com/gerald-ica/dev-tool-configs --skill tribev2
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tribev2
Source: https://github.com/gerald-ica/dev-tool-configs/tree/main/gemini/skills/tribev2
Command: npx skills add https://github.com/gerald-ica/dev-tool-configs --skill tribev2

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, pytorch, tribev2, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill predicts brain responses to video, audio, and text stimuli, aiding in brain encoding models, fMRI prediction, and multimodal neuroscience research.

Core Features & Use Cases

  • Multimodal Brain Prediction: Predicts fMRI activity across 20,000 cortical vertices.
  • Input Support: Accepts video, audio, or text input with automatic preprocessing.
  • Use Case: Use this Skill to predict brain activity from a video stimulus to understand neural responses.

Quick Start

Use the tribev2 skill to predict brain responses from the video 'example_video.mp4'.

Frequently Asked Questions about tribev2

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I predict fMRI brain responses to video, audio, and text stimuli?

You can predict fMRI brain responses to multimodal stimuli by using this Skill to process video, audio, or text inputs and estimate neural activity across 20,000 cortical vertices.

What is multimodal neural encoding and how does it apply to brain-AI alignment?

Multimodal neural encoding models how the brain processes diverse sensory inputs. This Skill applies it to brain-AI alignment by predicting fMRI activity from video, audio, and text data.

Do I need PyTorch and Python to run fMRI prediction models for neuroscience research?

Yes, you need Python and PyTorch installed. These dependencies are required to run the multimodal data processing and fMRI brain response predictions in this neuroscience research Skill.

Can I use a single model to predict brain activity from both visual and auditory inputs?

Yes, this Skill supports multimodal brain prediction by accepting video, audio, or text input with automatic preprocessing to predict unified fMRI brain responses across cortical vertices.

What is the best way to perform in-silico neuroscience analysis on video stimuli?

For in-silico neuroscience analysis, this Skill directly predicts fMRI brain activity from video stimuli like 'example_video.mp4', enabling you to understand neural responses without physical scanning.