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.
Differen- tiable spike: Rethinking gradient-descent for training spik- ing neural networks.NeurIPS, 34:23426–23439,
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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.