SpikeFI is an open-source, GPU-accelerated fault injection framework for spiking neural networks, built on SLAYER and PyTorch, with a library of neuron and synapse fault models and speedup optimizations.
Towards spike-based machine intelligence with neuromorphic computing,
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SpikeFI: A Fault Injection Framework for Spiking Neural Networks
SpikeFI is an open-source, GPU-accelerated fault injection framework for spiking neural networks, built on SLAYER and PyTorch, with a library of neuron and synapse fault models and speedup optimizations.