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Samsung backs ‘world’s most powerful’ AI chip for edge devices
Dutch startup Axelera promises better AI performance at lower costs
June 28, 2024 - 10:30 am
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Eindhoven-based startup Axelera has raised $68mn as it looks to take its AI chip business global. One of the lead investors is Samsung Catalyst, the venture arm of semiconductor giant Samsung Electronics.
Axelera is developing chips, known as AI processing units (AIPUs), that enable
computer vision and generative AI in devices like robots and drones. The chips facilitate so-called edge AI — when AI models are deployed inside devices, instead of linking to them via the cloud.
Axelera builds the AIPUs as well as the software that runs them. Dubbed Metis, the startup claims that it is the world’s most powerful AI chip for edge devices.
The AI chips are, in effect, tiny data centres located within the device. By negating the need to upload or download data to a centralised cloud server, the chips speed up data processing. They also minimises energy use.
What’s more, Axelera leverages what’s known as in-memory computing. That’s when data is stored in the main memory (RAM) instead of on traditional disk storage. This makes for even faster data processing and retrieval.
The startup’s chips thus deliver high computing performance at a fraction of the cost and
energy consumption of centralised AI processing units, said the startup.
“To truly harness the value of AI, organisations need a solution that delivers high-performance and efficiency while balancing cost,” said Fabrizio Del Maffeo, co-founder and CEO at Axelera AI.
Axelera claims it has built the world’s most powerful AI processing unit for edge devices. Credit: Axelera
Democratising AI
Axelera’s chips make use of the instruction set architecture (ISA) RISC-V. An ISA acts like a bridge between the hardware and the software. It specifies both what the processor is capable of doing as well as how it gets done.
RISC-V is a
low-cost, efficient, and flexible ISA that can be customised to specific use cases. Crucially, unlike most ISAs, it is open source, which means no single entity controls it.
“Our mission is to democratise access to artificial intelligence,” said Del Maffeo.
By specialising in edge AI, and developing both the software and hardware components, Axelera looks to give itself a competitive edge in a booming AI chip market dominated by the likes of Nvidia, Intel, and IBM.
Speaking of IBM, Del Maffeo, who previously worked at Belgium-based tech lab Imec, co-founded Axelera alongside Evangelos Eleftheriou, a former veteran at the American tech giant.
Axelera plans to put its AI processing units into full production in the latter half of this year. It looks to expand its presence in North America, where it already has an office, and into new industries such as automotive, digital healthcare, and surveillance. The startup is also exploring the development of high performance AI chips for data centres and supercomputers.
Hailing from Eindhoven, Axelera exists in one of the most mature semiconductor tech hubs in the world. The city is home to Philips-founded NXP Semiconductors and ASML, which produces chip-making machines for almost every major semiconductor manufacturer on Earth.
This latest funding round brings Axelera’s total raised to $120mn. New investors include the Samsung Catalyst Fund, European Innovation Council Fund, Innovation Industries Strategic Partnership Fund, and Invest-NL.
Dutch startup Axelera is developing AI chips for devices like robots and drones in a bid to deliver better performance at lower costs.
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