The digital electronics industry has transformed our lives in immeasurable ways is defined by the simple fact that, for 60+ years, we have benefited from exponentially more computing power, at a continually lower cost.
\nThis fact is no longer true. For the first time in history, increased performance requires increasing costs and this coincides with an explosion in demand for more compute power driven by AI.
\nWe're bringing expertise across three critical technology domains (AI systems design, mixed-signal CMOS circuits, and advanced networking) and a strong institutional mix (spanning academia, non-profit R&D organisations, startups and multinational companies), to pull novel ideas to prototypes and into real-world applications.
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1 | Charting the Course
\nWe’re funding two projects to develop software simulators to help the research community map the expected performance/power/cost for any future combination of algorithm, hardware, componentry, and system scale. The goal is to quantify the bottlenecks from different components in the stack, and enable agile adaptation to a fast-paced algorithms research community.
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","backgroundColour":null,"link":{"isActive":false,"text":"Sign up to the newsletter","href":"/","title":""},"mediaType":"image","video":null,"image":{"src":{"mobile":"/media/lknp202y/man-at-aria.png?width=400&height=400&format=webp&v=1db30604de2e270","tablet":"/media/lknp202y/man-at-aria.png?width=700&height=700&format=webp&v=1db30604de2e270","desktop":"/media/lknp202y/man-at-aria.png?width=1000&height=1000&format=webp&v=1db30604de2e270"},"alt":"Man At ARIA","title":""},"secondaryImage":null,"mediaSecondMobile":false,"caption":"","fullWidth":false,"mediaVertical":false},{"type":"media-item","image":{"src":{"mobile":"/media/hhdamknx/sorted-noc.jpg?width=400&height=400&format=webp&v=1db804ef26150f0","tablet":"/media/hhdamknx/sorted-noc.jpg?width=900&height=506&format=webp&v=1db804ef26150f0","desktop":"/media/hhdamknx/sorted-noc.jpg?width=1540&height=866&format=webp&v=1db804ef26150f0"},"alt":"SORTED, NOC","title":""},"mediaType":"image"},{"type":"media-item","video":{"provider":"youtube","id":"3CCFIMrPpDY","configuration":{"autoplay":false,"loop":false,"controls":true,"mute":false},"poster":{"src":{"mobile":"/media/y5dpm50c/aria-home.jpg?width=600&height=337&format=webp&v=1dbc0018ba66600","tablet":"/media/y5dpm50c/aria-home.jpg?width=900&height=506&format=webp&v=1dbc0018ba66600","desktop":"/media/y5dpm50c/aria-home.jpg?width=1540&height=866&format=webp&v=1dbc0018ba66600"},"alt":"ARIA Home","title":""},"customCursor":null},"mediaType":"video"}]},{"title":"Heterogeneous Scale-Out Platform Simulator","description":"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolorer","teamLead":"James Myers, Imec","team":"Team: Nathan Laubeuf, Debjyoti Bhattacharjee, Abubakr Nada, Arjun Singh, Jonas Svedas and Diksha Moolchandani","text":"This project imagines a future where compute infrastructure systems are designed with a heterogeneous mix of logic, memory and interconnect technology options, to mitigate the different scaling challenges. James and the team at Imec are building a software framework to estimate system efficiency and cost in these systems.
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2 | Advanced Networking and Interconnect
\nWe know the movement of data has become as critical as raw computational power, so we’re funding two projects to interrogate system-level and advanced network design opportunities.
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Team: Amro Awad, Martin Booth, Nick McKeown, Dominic O’Brien, Patrick Salter
\nNoa and the team are aiming to introduce a new interconnect for scalable AI systems that solves the communication bottleneck. By rethinking communication at multiple levels and bringing together different disciplines, the project aims to revolutionise the design of AI systems.
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","mediumLayout":false,"fullWidth":false}]},{"title":"Connectivity Technology for Sustainable AI Scaling","description":"","teamLead":"Tony Chan Carusone, Alphawave Semi","team":"Team: Behzad Dehlaghi, Alphawave Semi","text":"This project will develop and demonstrate the next generation of connectivity technologies for sustainable AI scaling. The Alphawave Semi team are reaching for hardware solutions that will enable 10,000s of AI accelerator chips to be interconnected across distances up to 150m with low cost and power consumption without limiting performance.
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3 | New Computational Primitives
\nWhile the computing industry continues to progress an established path for improved performance, a variety of alternative ideas have emerged which harness noise, statistics, or unique physics in existing mass-manufacturable circuits to perform specific computing primitives. We’re funding seven teams to develop new technologies with the potential to open up new vectors of progress for the field of computing, with a targeted relevance for modern AI algorithms.
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Building on insights from analogue thermodynamic computing and randomised linear algebra, Phillip and the Signaloid team are looking to develop digital hardware to accelerate approximate matrix inversion.
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