Beyond Silicon 2026: The Future of Computing

On April 28, 2026, Beyond Silicon 2026: The Future of Computing brought together a vibrant community of researchers, industry leaders, start-ups, and innovators at Fraunhofer IIS in Nuremberg. The event offered a focused, high-impact platform to explore the next genera-tion of computing technologies—moving decisively beyond traditional silicon-based para-digms.

Across a full day of presentations, discussions, and networking, participants gained insights into four transformative fields: quantum computing, photonic computing, neuromorphic computing, and biological computing.

The Future is Now
Talks highlighted how traditional architectures are reaching their limits—particularly in terms of energy efficiency and scalability in the age of AI. In response, entirely new compu-ting paradigms are emerging, each rethinking how information is processed, stored, and transmitted. And these are not merely concepts on paper: real-life demos and proofs-of-con-cepts in the presentations and in the exhibition demonstrated that these technologies are available for use today, not tomorrow.
Rather than evolving incrementally, computing is entering a phase of fundamental reinven-tion, and these new technologies rely on multiple disciplines: physics, biology, computer sci-ence and engineering working together to enable the future. In addition, system-level thinking is becoming increasingly important. Innovations at the component level only unlock their full potential when integrated into complete architec-tures. New approaches to simulation and validation are helping bridge this gap, accelerating the transition from research to real-world deployment.

Quantum Computing
Quantum computing continues to make steady progress from foundational research toward practical application. At the event, speakers highlighted how quantum technologies are evolving into powerful tools for tackling complex computational problems that are difficult or impossible to solve with classical systems.
A key theme was the rise of hybrid computing models, where quantum processors are inte-grated into classical workflows. Rather than replacing existing infrastructure, quantum sys-tems are increasingly seen as accelerators—capable of delivering advantages in specific do-mains such as optimization, material simulation, and advanced machine learning.
These developments signal a shift from theoretical promise to strategic relevance. The ques-tion is no longer if quantum computing will matter—but where and how to begin engaging with it.

Photonic Computing
Photonic computing emerged as a highly promising approach to overcoming the perfor-mance and energy limitations of electronic systems. By using light instead of electrons for computation, photonic technologies enable ultra-fast processing with significantly reduced energy consumption.
Presentations demonstrated how optical approaches, particularly in matrix operations, can accelerate AI workloads and enable new levels of performance. At the same time, speakers emphasized that the real innovation lies not only in individual components, but in new sys-tem architectures that fully leverage the advantages of photonics. Tools for modular, system-level prototyping are playing a key role here, allowing developers to validate complex, heterogeneous systems early in the design process and reduce develop-ment risk. Photonic computing is thus not just an incremental improvement—it is a pathway toward fundamentally new computing infrastructures.

Neuromorphic Computing
Neuromorphic computing stood out as one of the most tangible and application-driven fields presented at the event. Inspired by the structure and function of the human brain, these sys-tems enable highly efficient, real-time processing—particularly at the edge.
Speakers demonstrated how spiking neural networks and event-driven architectures can process data with extremely low power consumption while maintaining high responsiveness. This makes them particularly well suited for applications such as robotics, industrial monitor-ing, wearable devices, and smart environments. A central insight was the growing importance of edge intelligence. As billions of sensors gen-erate ever-increasing volumes of data, processing must move closer to the source. Neuro-morphic systems offer a compelling solution by bringing computation directly to where data is created and stored, which significantly reduces latency and energy usage.

Biological Computing
Biological computing provided one of the most forward-looking perspectives of the event. By leveraging the inherent information-processing capabilities of living systems, this field chal-lenges conventional notions of computation, and what it even means to “compute”.
Presentations illustrated how cells themselves act as information-processing systems, per-forming complex tasks through signaling, regulation, and self-organization. These mecha-nisms enable sensing, computation, and response to occur within the same system, which is fundamentally different from traditional computing architectures.
At the same time, emerging concepts—such as computing with living neurons or brain or-ganoids—demonstrate how these ideas are moving beyond theory. These systems offer ex-traordinary energy efficiency and adaptive learning capabilities, pointing toward entirely new forms of intelligent infrastructure.

From Research to Real-World Applications
A defining strength of Beyond Silicon 2026 was its ability to connect visionary research with concrete applications. Across all sessions, speakers highlighted not only technological break-throughs but also clear pathways toward implementation.

Examples included:

• Energy-efficient processing at the edge, such as using neuromorphic cameras to cap-ture only changes in the environment rather than the entire environment
• New architectures for high-performance data processing, such as using memristor crossbars for edge computing
• Hybrid computing systems combining multiple paradigms, particularly the integration of quantum with photonic approaches, and the integration with HPC data centers and cloud service providers
• Truly novel approaches to sensing, learning, and system integration, going as far as using human neurons for image classification

Start-ups and Innovation Ecosystem
The event also showcased a selection of six highly innovative start-ups, offering fresh per-spectives and tangible solutions across the four technology areas.
Their contributions highlighted the speed at which new ideas are being translated into real products and business models. These companies are playing a crucial role in bridging the gap between research and industry, bringing emerging technologies closer to practical deploy-ment.

Networking and Collaboration
Beyond the presentations, Beyond Silicon 2026 provided valuable opportunities for ex-change and collaboration. The exhibition and networking sessions enabled direct interaction between participants from different disciplines and sectors.
In the Industry Challenge session, the challenger received valuable feedback from multiple participants, enabling him to continue to develop his product line.
A strong emphasis throughout the day was placed on cross-disciplinary collaboration. The future of computing will require close cooperation across fields such as physics, biology, computer science, and engineering, which was clearly reflected in both the program and the discussions.

Conclusion
Beyond Silicon 2026 made one thing clear: the future of computing will be diverse, interdis-ciplinary, and fundamentally different from today’s architectures.
Rather than a single dominant technology, we are seeing the emergence of a portfolio of complementary approaches—each addressing different challenges and unlocking new possi-bilities. Together, they form the foundation for the next era of digital innovation. By bringing these perspectives together in one place, the event provided not only insight, but also orientation: a clearer understanding of where computing is heading—and how to engage with it today.

Bitte beachten Sie, dass Änderungen an der Agenda möglich sind.
Die Veranstaltung findet auf Englisch statt.

Die Ausstellung bei Beyond Silicon bietet Ihnen eine Plattform, um Ihre Technologie zu präsentieren, potenzielle Partner kennenzulernen und in einen vertieften fachlichen Austausch zu treten. Positionieren Sie Ihr Unternehmen im Kontext neuer Rechenparadigmen und gestalten Sie die Entwicklungen im Post-Silicon-Zeitalter aktiv mit.

Ein Ausstellungsstand beinhaltet:

• Zwei Veranstaltungstickets 
• Einen Tisch und zwei Stühle
• Stromanschluss
• Ihr Firmenlogo auf der Veranstaltungswebsite

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Deutschland

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