Nature

3D convolutional neural network for machining feature recognition with gradient-based visual explanations from 3D CAD models

The smart factories control the production automation, process plan, physical distribution, and services in an integrated way by fusing IT systems with traditional manufacturing industries 1. For ...
Nature

An energy efficient processor array and memory controller for accurate processing of convolutional neural network-based inference engines

Exploiting unstructured sparsity in the hardware accelerator of a Convolutional Neural Networks (CNNs) based inference can improve energy efficiency. However, it needs a complex controller for ...