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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, Prasanna, Chathika Gunaratne, Shruti R. Kulkarni, Robert Patton, Mark Coletti, and Thomas Potok. "SuperNeuro: A fast and scalable simulator for neuromorphic computing." In Proceedings of the 2023 International Conference on Neuromorphic Systems, pp. 1-4. 2023.

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A GPU-based multi-agent simulation framework for neuromorphic computing

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