# P8

:::warning
This is a template to be individually filled by each FAIR4RS participant. Coloured boxes provide guidelines and can be removed when no longer needed.

You can have a look at [this example](https://hackmd.io/@fair4rs/SybbutV26/%2FvjcLJbnxTei8cDhawj02QA) from a previous edition of the program.
:::

# FAIR4RS Project:

**Name:**

**Project Name:** autoMEA

**Code Repository: [autoMEA on GitLab](
https://gitlab.com/QMAI/papers/autoMEA)**

**Scientific and Software Background**:

**Project Description:**

autoMEA is a Python package for automated analysis of Multi-Electrode Arrays (MEA) datasets.

It is a complete framework to analyze MEA data, going from raw signals to higher-order statistics about the data. It contains routines to detect threshold, spikes and bursts.

The main feature of the package is the machine-learning based burst detection. A pre-trained machine learning is used to detect optimal MaxInterval Parameters to detect bursts from spikes.

**Project goals**

The goal of the *package* itself is to provide a user-friendly framework to analyze MEA data. This was already achieved, and the package is ready-to-use.

The goal of this program is to refine the package, from a software-engineering perspective. Main objectives consist in organizing the folder structure, creating tests, and preparing a ReadTheDocs page.

## Progress Update
:::info
Throughout the FAIR4RS program, we'll work on a git repository. Improvements can be noticed comparing the [original version](https://gitlab.com/QMAI/papers/autoMEA/-/tags/v0.0.4) with the [updated version](https://github.com/<user>/<repo>/tree/<new_version>).
:::

**Repository Project Management**
- [Project board]()

**Code Structure**
- Created folder structure...

**Documentation**

- Created / Updated a [readme file]()...

**Testing**
- Added test cases and integrated them with GitHub Actions...

**License & Citations**
- Added a [CITATION file]()
- Included a [LICENSE file]()

## Future Plans
:::info
Please include a few follow-up points to your project after the final review
:::

- [ ] Task 1
- [ ] Task ...
- [ ] Task N

By following this plan, I aim to ...

---
## Feedback for the FAIR4RS program
::: success
This program is still a pilot, the questions below are meant to give an idea about the relevance and effectiveness of this program. We will later send a survey with more specific questions.
:::

**Top**
- ...

**Tip**
- ...

**General impression:** ...

**Expectations met:** ...

**Useful content:** ...

**Content improvement:** ...

**Effective activities:** ...

**Improvement in activities and scheduling:** ...