Advanced Design for High-Performance and AI Chips

Highlights 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...

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Main Authors: Ying Cao, Yuejiao Chen, Xi Fan, Hong Fu, Bingang Xu
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Nano-Micro Letters
Subjects:
Online Access:https://doi.org/10.1007/s40820-025-01850-w
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author Ying Cao
Yuejiao Chen
Xi Fan
Hong Fu
Bingang Xu
author_facet Ying Cao
Yuejiao Chen
Xi Fan
Hong Fu
Bingang Xu
author_sort Ying Cao
collection DOAJ
description Highlights 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 advanced chip is put forward.
format Article
id doaj-art-99cafd21d97a4aca907c841bf0e6b61b
institution Kabale University
issn 2311-6706
2150-5551
language English
publishDate 2025-07-01
publisher SpringerOpen
record_format Article
series Nano-Micro Letters
spelling doaj-art-99cafd21d97a4aca907c841bf0e6b61b2025-08-20T03:42:56ZengSpringerOpenNano-Micro Letters2311-67062150-55512025-07-0118113110.1007/s40820-025-01850-wAdvanced Design for High-Performance and AI ChipsYing Cao0Yuejiao Chen1Xi Fan2Hong Fu3Bingang Xu4Nanotechnology Center, School of Fashion and Textiles, The Hong Kong Polytechnic UniversityState Key Laboratory for Powder Metallurgy, Central South UniversityNingbo Institute of Materials Technology and Engineering, Chinese Academy of SciencesDepartment of Mathematics and Information Technology, The Education University of Hong KongNanotechnology Center, School of Fashion and Textiles, The Hong Kong Polytechnic UniversityHighlights 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 advanced chip is put forward.https://doi.org/10.1007/s40820-025-01850-wArtificial intelligenceAdvanced chipsAI chipsDesign tacticsReview and perspective
spellingShingle Ying Cao
Yuejiao Chen
Xi Fan
Hong Fu
Bingang Xu
Advanced Design for High-Performance and AI Chips
Nano-Micro Letters
Artificial intelligence
Advanced chips
AI chips
Design tactics
Review and perspective
title Advanced Design for High-Performance and AI Chips
title_full Advanced Design for High-Performance and AI Chips
title_fullStr Advanced Design for High-Performance and AI Chips
title_full_unstemmed Advanced Design for High-Performance and AI Chips
title_short Advanced Design for High-Performance and AI Chips
title_sort advanced design for high performance and ai chips
topic Artificial intelligence
Advanced chips
AI chips
Design tactics
Review and perspective
url https://doi.org/10.1007/s40820-025-01850-w
work_keys_str_mv AT yingcao advanceddesignforhighperformanceandaichips
AT yuejiaochen advanceddesignforhighperformanceandaichips
AT xifan advanceddesignforhighperformanceandaichips
AT hongfu advanceddesignforhighperformanceandaichips
AT bingangxu advanceddesignforhighperformanceandaichips