xapp1317-scalable-matrix-inverse-hls

XAPP1317 is a reference design for implementing a scalable matrix inverse function using HLS (High-Level Synthesis) in Xilinx FPGAs. The design is intended for use in applications that require high-performance matrix operations, such as image and signal processing, machine learning, and scientific computing.

The design uses a pipelined architecture that allows for parallel processing of multiple matrix inverse operations, which results in improved performance and scalability. The design also includes support for both fixed-point and floating-point arithmetic, which allows users to choose the precision that best fits their application requirements.

The reference design includes source code, testbenches, and documentation to help users get started with implementing the matrix inverse function in their own designs. It also includes a detailed performance analysis that shows the benefits of using HLS for matrix operations compared to traditional software implementations.

Overall, XAPP1317 provides a powerful and flexible solution for implementing matrix inverse operations in FPGA-based systems.