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Brain-inspired Computing for Next Generation Generative Artificial Intelligence

Objective

As generative AI and large language models drive unprecedented demand for computational resources, traditional GPU-based architectures are reaching their fundamental limits, creating a mounting crisis in energy consumption, cost, and accessibility. Inspired by the human brain's remarkable ability to perform complex computations with minimal energy consumption, we have developed revolutionary AI hardware architecture that redefines the boundaries of computational efficiency. Our SpiNNaker2 chip and SpiNNcloud system translate millions of years of biological evolution into cutting-edge technology, delivering brain-like performance while dramatically reducing energy requirements. Building on our validated SpiNNaker2 technology, we are now introducing SpiNNext—our next-generation chip specifically designed for the emerging demands of modern generative AI. SpiNNext architecture directly addresses the mismatch between increasingly sparse, selective computation patterns in advanced algorithms and traditional dense processing architectures by implementing native hardware support for dynamic sparsity. SpiNNext will enable new possibilities in AI development while maintaining European technological sovereignty. The remarkable energy efficiency of our technology translates directly to significant environmental sustainability through significant reductions in AI-related carbon footprint.

Keywords

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Programme(s)

Multi-annual funding programmes that define the EU’s priorities for research and innovation.

Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

HORIZON-EIC-ACC - HORIZON EIC Accelerator

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Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

(opens in new window) HORIZON-EIC-2025-ACCELERATOR-02

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Coordinator

SPINNCLOUD SYSTEMS GMBH
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 2 499 997,50
Address
FREIBERGER STRASSE 37
01067 Dresden
Germany

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
Sachsen Dresden Dresden, Kreisfreie Stadt
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Links
Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

No data
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