2022-11-05 / Last updated : 2022-11-04 admin FPGA

Applying the Tiny Matrix Extension to ML Inference

We have accelerated machine learning (ML) model inference using a RISC-V processor that accelerates matrix multiplication at low resource cost.

2022-09-10 / Last updated : 2023-01-25 admin FPGA

Tiny Matrix Extension using RISC-V Custom Instructions

We have developed a processor that accelerates matrix multiplication using RISC-V custom instructions, implemented it on an FPGA board, and evaluated its performance.

2022-07-02 / Last updated : 2022-07-03 admin FPGA

Building an ML Processor using CFU Playground (Part 3)

We have built a machine learning (ML) processor that leverages RISC-V custom instructions to accelerate MobileNetV2 inference 5.5 times.

2022-05-21 / Last updated : 2022-12-10 admin FPGA

Running 32-bit Linux on FPGAs with RISC-V Out-of-Order Core

We have successfully created gatewares for SoC of NaxRiscv, a RISC-V Out-of-Order core, for Digilent FPGA boards and run 32-bit Linux.

2022-05-07 / Last updated : 2022-08-21 admin FPGA

Building an ML Processor using CFU Playground (Part 2)

We have built a machine learning (ML) processor that leverages RISC-V custom instructions to accelerate Keyword Spotting model inference 8.9 times.

2022-03-05 / Last updated : 2022-08-21 admin FPGA

Building an ML Processor using CFU Playground (Part 1)

We have built a machine learning (ML) processor that leverages RISC-V custom instructions to accelerate Person Detection int8 model inference 5.6 times.

2021-11-06 / Last updated : 2022-12-09 admin FPGA

Building a RISC-V computer on an Arty A7-35T FPGA board with SaxonSoc

We built a RISC-V computer running the X Window System (X11) and using the SaxonSoc on an Arty A7-35T FPGA board from Digilent.

2021-10-09 / Last updated : 2021-10-12 admin FPGA

Running 32-bit RISC-V Zephyr in LiteX/VexRiscv on Qmtech Wukong Board

We have succeeded in running the Zephyr, a real-time OS, by using the LiteX/VexRiscv to assemble 32-bit RISC-V SoC for the Wukong board, an FPGA board from Qmtech. We have also been successful with the Arty A7-35T, an FPGA board from Digilent.

2021-09-11 / Last updated : 2021-10-12 admin FPGA

Running 64-bit RISC-V Linux in LiteX/Rocket on Arty A7-35T

We have succeeded in configuring an SoC using the LiteX/Rocket, and running 64-bit RISC-V Linux on the Arty A7-35T from Digilent. It was also successful with the Qmtech’s Wukong board.

2021-08-14 / Last updated : 2022-12-09 admin FPGA

Running 32-bit RISC-V Linux with Octa-core SMP in LiteX/VexRiscv on Qmtech Wukong Board

We have succeeded in configuring an SoC with octa-core + FPU + AES using LiteX/VexRiscv, and running 32-bit RISC-V Linux on the Wukong board, one of the Qmtech’s FPGA boards.