ILIF, a leaky integrate-and-fire neuron with membrane potential and current inhibition, lowers firing rates and improves accuracy on CIFAR and neuromorphic benchmarks, though theoretical support is incomplete.
Long short-term memory and learning-to-learn in net- works of spiking neurons.NeurIPS, 31,
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ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks
ILIF, a leaky integrate-and-fire neuron with membrane potential and current inhibition, lowers firing rates and improves accuracy on CIFAR and neuromorphic benchmarks, though theoretical support is incomplete.