2026
Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
ICLR 2026poster
As widely used neuron model in Spiking Neural Networks (SNNs), the Leaky Integrate-and-Fire (LIF) model assumes the linear summation of injected currents. However, recent studies have revealed that a biological neuron can integrate inputs nonlinearly and perform computations such as XOR while an LIF…