https://github.com/ornl/superneuroabm
A GPU-based multi-agent simulation framework for neuromorphic computing
https://github.com/ornl/superneuroabm
Last synced: about 2 months ago
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A GPU-based multi-agent simulation framework for neuromorphic computing
- Host: GitHub
- URL: https://github.com/ornl/superneuroabm
- Owner: ORNL
- License: bsd-3-clause
- Created: 2023-02-27T20:09:50.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-04-10T20:56:29.000Z (about 2 months ago)
- Last Synced: 2025-04-10T21:36:16.690Z (about 2 months ago)
- Language: Python
- Size: 94.7 KB
- Stars: 4
- Watchers: 6
- Forks: 1
- Open Issues: 6
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Metadata Files:
- Readme: README.md
- Changelog: CHANGES.txt
- License: LICENSE
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README
# SuperNeuroABM
A GPU-based multi-agent simulation framework for neuromorphic computing
# Requirements
For GPU mode:
- NVIDIA GPU with compute capability 6.0+ with CUDA toolkit and drivers
- Or: AMD GPU (tested on AMD MI250X on Frontier) with ROCm 5.7.1 drivers
- `pip install git+https://github.com/ORNL/SAGESim`
# Unit Tests
To run unit tests, `cd` to root dir and run:
`python -m unittest tests.logic_gates_test`
# Publications
Arxiv Preprint available at:
[Date. P., Gunaratne, C., Kulkarni, S., Patton, R., Coletti, M., & Potok, T. (2023). SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing. arXiv preprint arXiv:2305.02510.](https://arxiv.org/abs/2109.12894)