The paper presents SuperNeuroMAT, an open-source CPU SNN simulator whose matrix-based LIF update with dense and sparse modes outperforms four established simulators in runtime and memory across most tested network sizes.
In: Proceedings of the International Conference on Neuromorphic Systems 2022, pp
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SuperNeuroMAT: An Efficient Matrix-based Simulator for Spiking Neural Networks
The paper presents SuperNeuroMAT, an open-source CPU SNN simulator whose matrix-based LIF update with dense and sparse modes outperforms four established simulators in runtime and memory across most tested network sizes.