QB-LIF: Learnable-Scale Quantized Burst Neurons for Efficient SNNs
arXiv:2604.25688v1 Announce Type: new
Abstract: Binary spike coding enables sparse and event-driven computation in spiking neural networks (SNNs), yet its 1-bit-per-timestep representation fundamentally limits information throughput. This bottleneck b…