高性能FPGA数字处理技术

Learn advanced digital processing techniques for FPGA development through this comprehensive course covering fundamental concepts to practical applications. Begin with an overview of FPGA history and development trends, then explore programmable device architectures focusing on CPLD and FPGA structures, with special attention to AMD Xilinx FPGA series. Master FPGA design techniques including design flows, optimization strategies, IP core technology, and primitives. Dive into crucial aspects of low-power design, timing analysis, and clock management for efficient FPGA implementations. Apply knowledge through practical DSP design examples including arithmetic units, FIR filters, and FFT designs. Conclude with cutting-edge applications in convolutional neural networks, covering algorithm principles, key module design, quantization methods, and system architecture. Gain hands-on experience through practical platform exercises and smart education implementations based on FPGA systems.