FPGA Design

An important trend seen in recent time is implementing DNN models, CNN models on FPGA for real time AI applications requiring time bound complex computation in image, video, sensor data analytics. Selection of right FPGA family is the first step in this product design.

The FPGA design now is not just limited to micro architecture design of the logic till implementation. Because there is a built-in CPU cores, and peripherals interconnected by AXI or similar on-chip bus, team has to take care of system design engineering aspects as well right from device driver, firmware design to application software design and board design & validation.