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epochs_events

Event-related analysis examines physiological responses time-locked to specific stimuli or events. NeuroKit2 provides tools for event detection, epoch creation, averaging, and event-related feature extraction across all signal types.

  • Skills
  • Scientific
  • 0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/epochs-events && curl -fsSL https://doutorai.pt/data/lib/skills__epochs-events.md -o .claude/skills/epochs-events/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Epochs and Event-Related Analysis

## Overview

Event-related analysis examines physiological responses time-locked to specific stimuli or events. NeuroKit2 provides tools for event detection, epoch creation, averaging, and event-related feature extraction across all signal types.

## Event Detection

### events_find()

Automatically detect events/triggers in a signal based on threshold crossings or changes.

```python
events = nk.events_find(event_channel, threshold=0.5, threshold_keep='above',
                        duration_min=1, inter_min=0)
```

**Parameters:**
- `threshold`: Detectio

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