AI-Powered Devices Development

SDK

We develop compilers, simulators, toolchains, and IDEs. We utilise LLVM, LLDB, GDB, and Eclipse.

Translator for AI accelerator (Tensor processor)

ML

We simplify and optimize neural network inference for Arm Cortex-M55 and Ethos-U55, Xilinx Kria based Edge ML solutions. We leverage TVM, uTVM, TF Lite, Vela, Vitis AI, and LLVM. We accomplish this via ML compiler tuning and fine manual optimization on the assembler level.

Network-based Transfer Learning

Semiconductors – TVM

Translator for AI accelerator (Tensor processor)

TVM optimization for ARMv7-M+

Launching Audio Processing Inference on Knowles IA8201

LeWorks

LeWorks is a Swedish company, based in China. It provides services for fast growing companies that need flexible factory rental contracts. LeWorks offers sourcing services, helping companiesfind and buy quality parts and products from China and helps companies develop their products, prototypes and design for manufacturing world

www.leworks.co

tinyML

Founded in 2018 by members from Arm, Google, and Qualcomm, tinyML® Foundation is focused on bringing together embedded hardware, software, and machine learning practitioners to discuss collaborations across these disciplines. Today the tinyML Foundation are over 7000 members in 33 countries and 25 Strategic Partners, leading edge tinyML companies. That makes it one of the fastest-growing ML and AI communities across the globe.

www.tinyml.org

ARM

Arm Ltd. is a British semiconductor and software design company based in Cambridge, England. Its primary business is in the design of ARM processors (CPUs).
Arm technology is at the heart of a computing and data revolution. The Arm architecture is the keystone of the world’s largest compute ecosystem. Together with technology partners Arm is at the forefront of designing, securing and managing artificial intelligence enhanced computing.

www.arm.com

Andes Technology

Andes Technology (TWSE: 6533) was established in Hsinchu Science Park in 2005. Sixteen years in business and a founding Premier member of RISC-V International, Andes is a leading supplier of high-performance/low-power 32/64-bit embedded processor IP solutions, and a main force to take RISC-V mainstream. Andes’ fifth-generation AndeStar™ architecture (V5) adopted the RISC-V as the base. Its V5 RISC-V CPU families range from tiny 32-bit cores to advanced 64-bit cores with DSP, FPU, Vector, Linux, superscalar and/or multicore capabilities. The annual volume of Andes-Embedded SoCs has exceeded 2 billion since 2020 and continues to rise. To the end of 2020, the cumulative volume of Andes-Embedded™ SoCs has surpassed 7 billion.

www.andestech.com

All-Hardware

All-Hardware is a web-based service that allows chipmakers to provide remote access to their development boards to their customers around the world, and instructors to conduct hands-on workshops online.

all-hw.com

Embedded

We develop board support packages, drivers, and other system software. We leverage Linux, ERIKA, Zephyr, FreeRTOS, U-Boot, Yocto, OpenEmbedded, and more.

Chilicon Power – Obsolete Wi-Fi module Replacement

Smart Control Case for TWS Earbuds

Semiconductors – LLVM Compiler

ERIKA RTOS

AI-driven devices design (noCloud, stand alone)