Use of GPUs in Edge AI Computing:

Embedded Systems, Hardware design

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

Hardware design

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…