Xiangfei Yang

Activation-wise Propagation: A One-Timestep Strategy for Spiking Neural Networks

Spiking neural networks (SNNs) have demonstrated significant potential in real-time multi-sensor perception tasks due to their event-driven and parameter-efficient characteristics. A key challenge is the timestep-wise iterative update of neuronal hidden states (membrane potentials), which complicate