joint-surrogate-learning-neural-dynamics

---
name: joint-surrogate-learning-neural-dynamics
description: "Joint surrogate learning framework for modeling neural population dynamics, combining surrogate gradient methods with population-level neural activity modeling"
version: 0.1.0
tags:
  - neuroscience
  - computational-neuroscience
---

# Joint Surrogate Learning Neural Dynamics

**arXiv ID:** (pending)

## Overview

Joint surrogate learning framework for modeling neural population dynamics, combining surrogate gradient methods with population-level neural activity modeling.

## Activation Keywords

- "joint-surrogate-learning-neural-dynamics"
- "joint surrogate learning neural dynamics"

## Tools Used

- `Read` - Read existing files and documentation
- `Write` - Create new files and documentation

## Instructions for Agents

1. Identify the user's research question related to joint surrogate learning neural dynamics
2. Gather relevant context and data
3. Provide analysis and insights using available tools
4. Summarize findings and suggest next steps

## Examples

### Basic usage
```
User: "Help me with joint surrogate learning neural dynamics"
→ Understand requirements → Execute analysis → Provide results
```