DA-LIF adds two learnable decay parameters per layer, spatial and temporal, and reports improved accuracy on static and event-based datasets with few added parameters.
Networks of spiking neurons: The third generation of neural network models,
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DA-LIF: Dual Adaptive Leaky Integrate-and-Fire Model for Deep Spiking Neural Networks
DA-LIF adds two learnable decay parameters per layer, spatial and temporal, and reports improved accuracy on static and event-based datasets with few added parameters.