Efficient 3D Recognition with Event-driven Spike Sparse Convolution

Xuerui Qiu, Man Yao, Jieyuan Zhang +5

Spiking Neural Networks (SNNs) provide an energy-efficient way to extract 3D spatio-temporal features. Point clouds are sparse 3D spatial data, which suggests that SNNs should be w…