Abstract: Autonomous vehicle maneuvering is an active area of research. In this work, we have introduced a 3D convolution neural network (3D CNN) based decision framework to evaluate self driving cars ...

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 ...