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Advanced design for high‑performance and AI chips

10.10.25 | Shanghai Jiao Tong University Journal Center

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Advanced Design for High‑Performance and AI Chips
A comprehensive review focused on the recent advancement of the advanced and artificial intelligence (AI) chip is presented.The design tactics for the enhanced and AI chips can be conducted from a diversity of aspects, with materials, circuit, architecture, and packaging technique taken into considerations, for the pursuit of multimodal data processing abilities, robust reconfigurability, high energy efficiency, and enhanced computing power.A broad outlook on the future considerations of the adv Credit: Ying Cao, Yuejiao Chen, Xi Fan, Hong Fu, Bingang Xu.

As artificial intelligence models grow to billions of parameters, traditional computing architectures face mounting challenges in energy efficiency, processing speed, and hardware scalability. Now, researchers from The Hong Kong Polytechnic University and The Education University of Hong Kong, led by Professor Bingang Xu and Professor Hong Fu, have published a comprehensive review on the advanced design of high-performance and AI chips. This work offers critical insights into next-generation chip technologies that can meet the demands of modern AI applications.

Why Advanced AI Chips Matter

Innovative Design and Features

Applications and Future Outlook

This comprehensive review provides a strategic roadmap for the development of advanced AI chips. It underscores the importance of interdisciplinary collaboration across materials science, electronics, and computer science to drive innovation in AI hardware. Stay tuned for more groundbreaking work from Professor Bingang Xu and Professor Hong Fu!

Nano-Micro Letters

10.1007/s40820-025-01850-w

Experimental study

Advanced Design for High‑Performance and AI Chips

29-Jul-2025

Keywords

Artificial Intelligence

Article Information

Journal
Nano-Micro Letters
DOI
10.1007/s40820-025-01850-w
Method of Research
Experimental study
Article Publication Date
2025-07-29
Article Title
Advanced Design for High‑Performance and AI Chips

Contact Information

Bowen Li
Shanghai Jiao Tong University Journal Center
qkzx@sjtu.edu.cn

Source

Original Source
https://link.springer.com/article/10.1007/s40820-025-01850-w

How to Cite This Article

APA:
Shanghai Jiao Tong University Journal Center. (2025, October 10). Advanced design for high‑performance and AI chips. Brightsurf News. https://www.brightsurf.com/news/L59XGEX8/advanced-design-for-highperformance-and-ai-chips.html
MLA:
"Advanced design for high‑performance and AI chips." Brightsurf News, Oct. 10 2025, https://www.brightsurf.com/news/L59XGEX8/advanced-design-for-highperformance-and-ai-chips.html.