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Energy-Efficient Optimization Problem Decision: Neural Network-based In-Memory Annealing Units for Route Scheduling and Genome Assembly

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Energy-Efficient Optimization Problem Decision: Neural Network-based In-Memory Annealing Units for Route Scheduling and Genome Assembly

The technology combines memory devices, in-memory computing, and simulated annealing algorithms to create the world's first in-memory annealing unit (IMAU). First verified on 10-city traveling salesman problem and 300-read genome assembly, it is expected to be 1000 times faster than current hardware. It serves as a potential tool for high-speed optimal decision-making in chip design, biomedicine, and logistics, presented at IEDM 2021 and awarded first place in the 2024 Micron MIMORY Award.

National Yang Ming Chiao Tung University

National Yang Ming Chiao Tung University (NYCU) was formed in 2021 through the merger of National Yang Ming University and National Chiao Tung University. Located in Hsinchu, Taiwan, NYCU is a leading institution specializing in technology, engineering, medicine, and social sciences. The university is known for its strengths in research and innovation, particularly in areas such as information technology, biomedicine, and artificial intelligence. NYCU fosters interdisciplinary collaboration, global partnerships, and aims to nurture professionals with strong academic foundations and leadership skills to address societal challenges and contribute to technological advancements.

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  • Pavilion:Future Tech Electronics & Optoelectronics FF03

  • Affiliated Ministry:National Science and Technology Council

  • Application Field:Electronics & Optoelectronics

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  • Technology maturity:Prototype

  • Exhibiting purpose:Display of scientific results

  • Trading preferences:Negotiate by self

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