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https://github.com/borjaest/ehc-sn

Modelling sequential navigation with Entorhinal–Hippocampal Circuit (EHC)

https://github.com/borjaest/ehc-sn

Science Score: 26.0%

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    Low similarity (13.1%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

Modelling sequential navigation with Entorhinal–Hippocampal Circuit (EHC)

Basic Info
  • Host: GitHub
  • Owner: BorjaEst
  • License: gpl-3.0
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 1.03 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 1
  • Releases: 0
Created over 1 year ago · Last pushed 10 months ago
Metadata Files
Readme License

README.md

Entorhinal-Hippocampal Complex (EHC) Spatial Navigation

PyPI version Python versions Documentation Status License: MIT

A Python library for modeling and simulating the entorhinal-hippocampal complex during spatial navigation tasks.

Overview

This library provides computational tools for research and simulations focused on the neural mechanisms underlying spatial navigation, particularly in the hippocampus and entorhinal cortex. It implements biologically plausible learning mechanisms and neural representations that support spatial cognition.

Installation

bash pip install ehc-sn

Requires Python 3.10 or later.

Features

  • Neural representation components for place cells, grid cells, and head direction cells
  • Spatial mapping functions for environment representation
  • Memory encoding and retrieval mechanisms
  • Implementation of spike-timing-dependent plasticity (STDP)
  • Biologically plausible autoencoder components

Development Setup

For development, clone the repository and install in development mode:

bash git clone https://github.com/username/ehc-sn.git cd ehc-sn pip install -e ".[dev]"

Run tests with:

bash pytest

Documentation

For complete documentation, visit https://ehc-sn.readthedocs.io

Citation

If you use this library in your research, please cite:

@software{ehc_sn2023, author = {EHC Research Team}, title = {Entorhinal-Hippocampal Complex (EHC) Spatial Navigation}, url = {https://github.com/username/ehc-sn}, version = {0.1.0}, year = {2023}, }

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

GitHub Events

Total
  • Delete event: 9
  • Push event: 89
  • Pull request review event: 3
  • Pull request review comment event: 5
  • Pull request event: 3
  • Create event: 15
Last Year
  • Delete event: 9
  • Push event: 89
  • Pull request review event: 3
  • Pull request review comment event: 5
  • Pull request event: 3
  • Create event: 15

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 0
  • Total pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
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Top Authors
Issue Authors
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  • BorjaEst (3)
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Dependencies

poetry.lock pypi
pyproject.toml pypi
  • python ^3.12