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.
Reducing information loss for spiking neural networks
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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.