New and efficient approaches to cabinet and console design, fabrication, integration, and qualification are enabling prime defense contractors to quickly equip the U.S. Navy with better electronics technology and enclosures while increasing return on investment.

New technologies such as virtualisation, sensor improvements and data fusion are enhancing the effect of CMS on modern fleets, allowing greater range and faster transfer of critical information.

Industry standards and guidelines such as MOSA, SOSA, CMOSS, SAVE, and FACE are driving the latest developments in enclosures, chassis, and backplane databuses, as small for factors are ready to take center stage.

Military experts are developing new enabling technologies to help unmanned aircraft, ground vehicles, submarines, and surface vessels swarm and make decisions without human intervention.

Size, weight, power consumption, and cooling technologies today block quantum computing from the embedded world, but new generations should yield advances in artificial intelligence and computer security.

Like humans, machines learn from experience. They make observations from inputs of images, text, or other data, and then look for patterns. After the machine runs through the mathematical layers, it learns to make better decisions based on the examples it was given.

The magic of tensors comes from their special transformational properties that enable them to describe the same physics in all reference frames.

This column will focus on frameworks that work with NVIDIA’s TensorRT, a tool for deploying high-­performance deep neural networks.