Process Development of Twin 2 Die Stack Modules for Deep Learning Hardware Accelerator

The demand of more computational power drives the need of having more and more memory to process the ever-increasing data amount. As such, there is a need to pack more memory dies on the same modules. In conventional approaches, memory dies are stacked on top of each other and communicated either using bonding wires or through micro-bumps. The interconnects through the use of TSV/micro-bumps are prefer as it offered better performance in terms of shorter communication length, lesser electrical parasites and the opportunity of heat transfer by attaching heat spreader on top of the die. In this manuscript, we are proposing putting two sets of two die stack with micro-bumps on the same interposer to enable a low-profile package that can be housed in application whereby the z-spacing is limited.

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Publication Details

Published
2024-12-03
DOI
https://doi.org/10.1109/eptc62800.2024.10909777
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
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article

Process Development of Twin 2 Die Stack Modules for Deep Learning Hardware Accelerator

Sharon Lim Pei Siang, Xiangyu Wang, Ser Choong Chong, Ling Xie
Industrial Vision Systems and Defect Detection
article

Process Development of Twin 2 Die Stack Modules for Deep Learning Hardware Accelerator

Sharon Lim Pei Siang, Xiangyu Wang, Ser Choong Chong, Ling Xie
article en

Abstract

The demand of more computational power drives the need of having more and more memory to process the ever-increasing data amount. As such, there is a need to pack more memory dies on the same modules. In conventional approaches, memory dies are stacked on top of each other and communicated either using bonding wires or through micro-bumps. The interconnects through the use of TSV/micro-bumps are prefer as it offered better performance in terms of shorter communication length, lesser electrical parasites and the opportunity of heat transfer by attaching heat spreader on top of the die. In this manuscript, we are proposing putting two sets of two die stack with micro-bumps on the same interposer to enable a low-profile package that can be housed in application whereby the z-spacing is limited.

Agency for Science, Technology and Research (SG), Institute of Microelectronics (SG)
Industry, innovation and infrastructure
Openalex Percentile: Top 59%
Industrial Vision Systems and Defect Detection
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