FSSA: A Fully Serial and Mixed-Precision Systolic Array for Vision Transformer Acceleration on Edge

Transformers have achieved remarkable success, often surpassing human performance in specific tasks. However, this noteworthy capability comes at the cost of increasing complexity, posing significant challenges when deploying on resource-constrained edge devices. Concerning this, previous efforts ha...

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Bibliographic Details
Main Authors: Iraj Moghaddasi, Byeong-Gyu Nam
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11059915/
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