Abstract: Point cloud classification, crucial for discriminative 3D shape analysis, has witnessed significant progress through the application of deep learning. A significant research focus has been ...
Abstract: This paper presents a 28nm 3D sparse convolution accelerator for voxel-based point cloud neural networks targeting edge perception applications. To efficiently handle the sparsity and ...