Advanced AI Hardware Designs Based on FPGAs.

In this Special Issue, we invite the latest developments in the field of advanced AI hardware design based on FPGA, which can show the device's strengths, including software-hardware co-design, customization, fast-prototyping, and scalability. Artificial intelligence (AI) and machine learning (ML) technology enable computers to run cognitive tasks such as recognition, understanding, and reasoning, which are believed to be processes that only humans are capable of, using a massive amount of data. [Extracted from the article]