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Mark Plagge
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Jun 30, 2016
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True North ROSS Simulation & Benchmark | ||
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This is the current version of the NeMo neuromorphic hardware simulation, running on top of ROSS. | ||
Currently it is under significant development. | ||
Documentation will be available through the WIKI, | ||
[github web page](http://markplagge.github.io/tnt_benchmark/) and through the official web site for the project. | ||
# *NeMo*: A Generic Neuromorphic Hardware Simulation Model built on top of ROSS | ||
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Since stand-alone documentation will not be complete for some time, | ||
please check the doxygen generated code for information on the current status and structure of the model. | ||
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Doxygen generated documentation can be found at [this location.](http://markplagge.github.io/tnt_benchmark/doc_html/index.html) | ||
*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). | ||
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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 | ||
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> Written with [StackEdit](https://stackedit.io/). | ||
Benchmarks and results of the first edition of *NeMo* is available at the [ACM Digital Library](http://doi.acm.org/10.1145/2901378.2901392). | ||
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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). |