https://github.com/markplagge/nemo

NeMo - A hardware agnostic neuromorphic processor simulation model built on ROSS
https://github.com/markplagge/nemo

event-driven-simulation neuromorphic-hardware ross simulation-model spiking-neural-networks

Last synced: 4 months ago
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NeMo - A hardware agnostic neuromorphic processor simulation model built on ROSS

• Host: GitHub
• URL: https://github.com/markplagge/nemo
• Owner: markplagge
• License: mit
• Created: 2015-04-27T01:53:15.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2020-08-11T15:34:23.000Z (almost 5 years ago)
• Last Synced: 2025-02-24T14:15:55.066Z (4 months ago)
• Topics: event-driven-simulation, neuromorphic-hardware, ross, simulation-model, spiking-neural-networks
• Language: C
• Homepage:
• Size: 446 MB
• Stars: 13
• Watchers: 8
• Forks: 5
• Open Issues: 18
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
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# *NeMo*: A Generic Neuromorphic Hardware Simulation Model built on top of ROSS

*NeMo* is a simulation model designed to allow experimentation with different neuromorphic hardware. Built on top of ROSS, *NeMo* features excellent scalability across HPC clusters. *NeMo* is targeted at current neuromorphic hardware designs, and as such currently simulates spiking neural networks in a grid layout, similar to the [IBM TrueNorth Processor](http://science.sciencemag.org/content/345/6197/668.short). 

Currently, *NeMo* is in a state of development. The latest working version of NeMo (0.1.0) is available in the branch. The latest master version is a new implementation that will feature improved memory performance along with high performance I/O. The next release will feature more common spiking neural network 

Benchmarks and results of the first edition of *NeMo* is available at the [ACM Digital Library](http://doi.acm.org/10.1145/2901378.2901392). 

Version 0.1.0 supports generating probabilistic networks for benchmarking purposes. It also only supports the IBM TrueNorth neuron specification, [available here](http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6707077&tag=1).

[Wiki](https://github.com/markplagge/NeMo/wiki)

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