Use of GPUs in Edge AI Computing:

Use of GPUs in Edge AI Computing An Artificial Intelligence (AI) accelerator accelerates artificial intelligence applications such as artificial neural networks and machine learning. In the last decade, graphics processing units (GPUs) have seen increasing adoption for these applications since they efficiently perform image processing and mathematical neural network calculations. Fortunately for AI development, GPU…

Serial Protocols & Their Uses: I2C, UART, SPI

Serial Protocols & Their Uses: I2C, UART, SPI Serial communications protocols are vital to embedded systems.  While UART, I2C, and SPI have been used for short-distance device communication for decades, the benefits are not entirely apparent. In order to connect peripherals to a computer, one of the following protocols is typically employed: a Universal Asynchronous…

Introduction to Linux Device Tree

Introduction to Linux Device Tree Most modern laptop or desktop computers have their peripheral devices (storage, media, or cameras) connected to the main processor through a peripheral bus such as PCIe or USB.  Windows or Linux operating systems running on the computer can discover the connected peripherals through a process called enumeration or ‘plug and…

Real-Time Operating Systems and Applications

Real-Time Operating Systems and Applications One of the main challenges designers face when designing embedded systems is the need to meet rigorous and precise requirements for performance, efficiency, and reliability of the system. In order to deliver an embedded system serving the specific purposes of an application, experts in this technology field typically have to…