
Heiner Linke
Professor, Deputy dean (prorektor) at Faculty of Engineering, LTH

Physical requirements for scaling up network-based biocomputation
Author
Summary, in English
The high energy consumption of electronic data processors, together with physical challenges limiting their further improvement, has triggered intensive interest in alternative computation paradigms. Here we focus on network-based biocomputation (NBC), a massively parallel approach where computational problems are encoded in planar networks implemented with nanoscale channels. These networks are explored by biological agents, such as biological molecular motor systems and bacteria, benefitting from their energy efficiency and availability in large numbers. We analyse and define the fundamental requirements that need to be fulfilled to scale up NBC computers to become a viable technology that can solve large NP-complete problem instances faster or with less energy consumption than electronic computers. Our work can serve as a guide for further efforts to contribute to elements of future NBC devices, and as the theoretical basis for a detailed NBC roadmap.
Department/s
- Solid State Physics
- NanoLund: Center for Nanoscience
Publishing year
2021-10
Language
English
Publication/Series
New Journal of Physics
Volume
23
Issue
10
Document type
Journal article
Publisher
IOP Publishing
Topic
- Energy Systems
- Computer Engineering
- Physical Sciences
- Other Physics Topics
Keywords
- molecular motor
- nanofabrication
- network-based biocomputation
- NP-complete problem
- parallel computing
Status
Published
ISBN/ISSN/Other
- ISSN: 1367-2630