EIC Venture Building helps SpiNNode take neuromorphic computing to public stages while commercial questions remain

Brussels, July 16th 2024
Summary
  • The EIC Tech to Market Venture Building Programme supported EIC Transition project SpiNNode to present its spin-off SpiNNcloud Systems at 4YFN/MWC and VivaTech 2024.
  • SpiNNode develops neuromorphic, brain-inspired systems built around SpiNNaker2 chips for low-latency, energy-efficient inference at edge and cloud scale.
  • Company claims include very large scale deployments and major energy-efficiency advantages but independent benchmarks and commercial traction remain to be seen.
  • Participation in major fairs aimed to raise awareness, build investor contacts and reinforce EU hardware sovereignty messaging.

EIC Venture Building helps SpiNNode take neuromorphic computing to public stages while commercial questions remain

The EIC Tech to Market Venture Building Programme, part of the EIC Business Acceleration Services, has been helping research teams turn lab results into startups. One beneficiary is SpiNNode, an EIC Transition project that spawned the spin-off SpiNNcloud Systems. With support from the programme SpiNNcloud exhibited at 4YFN/MWC in Barcelona in February 2024 and at VivaTech in Paris in May 2024. Maurice Chales de Beaulieu, responsible for business development and communications for SpiNNcloud and the SpiNNode project, described those activities as awareness and investor outreach opportunities.

What SpiNNode and SpiNNcloud Systems are claiming to build

SpiNNode positions itself as a developer of brain-inspired computing systems that run a mix of machine learning models including deep neural networks, spiking neural networks and rule-based symbolic modules. The technical stack centres on the SpiNNaker2 chip family and a modular hardware architecture intended for both edge devices and a large-scale cloud deployment. SpiNNcloud Systems traces its origins to the Human Brain Project and the original SpiNNaker effort at the University of Manchester that developed massively parallel, neuromorphic simulation hardware.

SpiNNaker2 architecture:SpiNNaker2 is described as a manycore chip with dozens or hundreds of low-power processors connected by an on chip network. The original SpiNNaker design emphasised event-driven, message-passing communication that mimics aspects of neural connectivity. SpiNNcloud highlights multi-node parallelism and a topology that they say scales to supercomputer levels.
Spiking Neural Networks and hybrid models:Spiking neural networks encode information as discrete events or spikes rather than continuous activations. They can be more efficient for certain temporal tasks and for event-driven sensors. SpiNNode claims support for both SNNs and traditional deep neural networks and for hybrid combinations. In practice converting mainstream models and workflows to neuromorphic hardware requires substantial software tooling and model adaptation.
FPGA preprocessing plugin:SpiNNode uses an FPGA plugin to preprocess incoming data before it reaches the SpiNNaker2 nodes. FPGAs are common for low-latency preprocessing tasks. This design choice can help interface sensors and reduce data movement but adds complexity to integration and manufacturing.

On scale the company says a cloud deployment is being set up in Dresden using SpiNNaker2 technology and claims it will become the largest brain-like supercomputer with about 5 million cores. SpiNNcloud marketing materials also advertise substantial energy efficiency gains relative to current GPUs for certain workloads. Those are important selling points given growing concerns about AI energy consumption. At the same time these statements should be treated as company claims until validated by independent benchmarks or peer reviewed results.

Exhibitions, pitching and the EIC's role

Through the EIC Tech to Market Venture Building Programme, SpiNNcloud exhibited at 4YFN/MWC in Barcelona in February 2024 and at VivaTech in Paris in May 2024. Maurice Chales de Beaulieu said the aim was to raise awareness among politicians, AI application developers, engineers, the startup ecosystem and the public. In Paris the team pitched at Europe's Deeptech Meetup organised by Bpifrance and used EIC connections to promote investor relations and brief Thierry Breton, the European Commissioner for the Internal Market, on the role of computer hardware in EU sovereignty.

EventWhenPrimary objectives
4YFN/MWC, BarcelonaFebruary 2024Demonstrate technology, broad dissemination, early investor outreach
VivaTech, Paris and Europe's Deeptech MeetupMay 2024Pitch to investors, engage policymakers, promote EU hardware sovereignty

Maurice framed participation as iterative steps toward commercialisation. For a technology positioned in a blue ocean market he argued that repeated public exposure is essential because potential customers and partners may not be familiar with neuromorphic approaches.

How the EIC Tech to Market Venture Building Programme supports projects

The EIC Tech to Market Programme provides targeted venture building services to researchers from EIC Pathfinder and EIC Transition projects. The Venture Building strand guides teams from idea identification to the operational creation of startups. Typical services include thematic Tech Demo Days, feasibility and opportunities exploration with business experts, team creation services such as access to entrepreneurs in residence and talent brokerage, and ongoing venture support on IP, finance and HR.

PhaseWhat it deliversPurpose
Tech Demo DaysWorkshops and market feedbackSurface promising ideas and collect market input
Opportunities explorationFeasibility guidance from expertsAssess commercial potential and recommend improvements
Team creationRecruitment support, entrepreneurs in residenceBuild a founding and execution team
Venture support servicesAdvisory on IP, finance, HR and other needsGet the company operational and investment ready

The EIC site notes the programme was paused and is expected to resume activity in 2026. Calls for experts and entrepreneurs in residence were closed at the time of the June 2024 content and should reopen later. For teams already in the programme the EIC operated a helpdesk where beneficiaries could select EIC T2M Venture Building Programme for enquiries.

Assessment and wider context

Neuromorphic computing is an established research area with a small but growing commercial ecosystem. SpiNNode and SpiNNcloud are trying to bridge research prototypes to deployable products. That path requires work on several fronts beyond chip designs including software stacks, developer tools, model conversion and a clear set of use cases where the approach is materially better than conventional accelerators.

Energy efficiency claims:SpiNNcloud materials claim large energy efficiency multiples over GPUs for certain workloads. Those figures depend heavily on workload, model size, sparsity, and how tokenization and data movement are measured. Independent, reproducible benchmarks against production GPUs and clouds will be necessary for customers and investors to accept those claims.
EU hardware sovereignty angle:The company used encounters with EU policymakers to underscore hardware sovereignty. European policymakers have been keen to support domestic capabilities for strategic technologies. However sovereignty is not only about building chips. It also requires supply chain resilience, software ecosystems, standards and viable domestic demand.

The commercial case for neuromorphic hardware will hinge on demonstrable customer wins. Target sectors like robotics, real time sensor processing and some industrial applications could benefit from low-latency, energy efficient inference at the edge. For large language models and mainstream GenAI workloads the incumbent GPU ecosystem has massive software momentum. Converting that momentum to neuromorphic advantage will require clear cost or performance differentiators supported by reference deployments.

What to watch and recommended next steps

Key indicators to follow include third party benchmark results across representative workloads, signing of pilot customers, progress on the Dresden cloud deployment and proof points for the asserted 5 million core system. Potential investors and partners will also look for a robust software toolchain, ecosystems partnerships and a clear path to manufacturing and scale. For the EIC, the venture building support model offers a useful pathway to translate research grants into investable companies but it cannot substitute for commercial validation from paying customers.

For teams interested in the EIC Tech to Market services the EIC Community pages provide details on the different tracks, and the EIC contact page has a helpdesk. At the time of publication the Tech to Market Programme was paused and expected to resume in 2026. Questions specifically about the Venture Building Programme could be directed to the EIC Community helpdesk selecting 'EIC T2M Venture Building Programme' as the subject.

This article integrates material provided by the EIC and SpiNNode representatives and adds independent contextual analysis. Company performance claims cited here remain company statements until independently validated.