Wanhua Li

Spik-NeRF: Spiking Neural Networks for Neural Radiance Fields

This work proposes the use of ternary spike neurons, which enhance the information-carrying capacity in the spiking neural rendering model, and introduces Spik-NeRF (Spiking Neural Radi-ance Fields with Ternary Spike), which achieves rendering performance comparable to ANN-based NeRF models.