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Training Robust Spiking Neural Networks with ViewPoint Transform and SpatioTemporal Stretching
However, the unconventional visual signals of these cameras pose a great challenge to the robustness of spiking neural networks.
Training Robust Spiking Neural Networks on Neuromorphic Data with Spatiotemporal Fragments
Neuromorphic vision sensors (event cameras) are inherently suitable for spiking neural networks (SNNs) and provide novel neuromorphic vision data for this biomimetic model.
Training Stronger Spiking Neural Networks with Biomimetic Adaptive Internal Association Neurons
Consistent with the ALTP phenomenon, the AIA neuron model is adaptive to input stimuli, and internal associative learning occurs only when both dendrites are stimulated at the same time.
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