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Building an ML Accelerator from Scratch on an FPGA

Building an ML Accelerator from Scratch on an FPGA

Mar 20, 2026 Developer Tools

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Building an ML Accelerator from Scratch on an FPGA

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The ML accelerator is built on a RISC-V FPGA SoC, featuring a zero-cycle matrix multiplication unit for accelerated machine learning computations. It supports booting Linux, allowing for a wide range of applications and development environments. This custom-designed system enables developers to create and test machine learning models with improved performance and efficiency.

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