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Published on: May 8, 2021
The future of computing--new architectures and new technologies.
1Btexact Technologies Research, Ipswich, UK.
Summary
Future computing will move beyond silicon transistors and von Neumann architecture. Novel technologies inspired by nature and quantum physics offer solutions for complex problems, promising a new era of computation.
Area of Science:
- Computer Science
- Materials Science
- Quantum Physics
Background:
- Modern computers rely on the von Neumann architecture and silicon transistor technology.
- While successful, this conventional approach faces limitations for certain complex problems.
- Silicon technology's progress is nearing physical limits, necessitating new solutions.
Purpose of the Study:
- To explore novel computer architectures and technologies beyond current paradigms.
- To identify the specific problems these new approaches can address.
- To predict the adoption timeline and research challenges for these emerging technologies.
Main Methods:
- Review of emerging computing architectures inspired by natural systems.
- Analysis of new technologies rooted in molecular, biological, and quantum sciences.
- Contextualization of these advancements within the scope of computational challenges.
Main Results:
- Novel architectures and technologies offer potential solutions to computational bottlenecks.
- Nature-inspired and quantum-based computing present viable alternatives or complements to silicon.
- The paper outlines potential adoption pathways and identifies key research questions.
Conclusions:
- The limitations of current computing paradigms necessitate exploration of new architectures and technologies.
- Emerging technologies hold promise for extending computational capabilities beyond silicon's limits.
- Further research is crucial to realize the potential of next-generation computing.
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