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innsikt - ANN-SNN Conversion Optimization
Towards Lossless ANN-SNN Conversion under Ultra-Low Latency with Dual-Phase Optimization
Optimizing ANN-SNN conversion for lossless results under ultra-low latency.
Optimal Conversion of Artificial Neural Networks to Spiking Neural Networks with Group Neurons
The author introduces Group Neurons (GNs) to enhance the expressive capacity in converting artificial neural networks (ANNs) to spiking neural networks (SNNs), achieving high accuracy within short inference time-steps.
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