Work

STPE: An Energy-Efficient Edge-Device Transformer Inference Processor with Multi-Mode Data-Compression Scheme

Year: 2025

Type: conference-paper

Source: IEEE International Symposium on Circuits and Systems proceedings

DOI: 10.1109/iscas56072.2025.11043585

Authors: Zhou Wang, Haochen Du, Vivek Mohan, Jiuren Zhou, Zhou Shu, Yanqing Xu, Baoyi Han, Xiaonan Tang, Shushan Qiao, Shouyi Yin, Anil A. Bharath, E. M. Drakakis

Institutions: Imperial College London, Hong Kong University of Science and Technology, Xidian University, National University of Singapore, Chinese University of Hong Kong, Shenzhen, University of Chinese Academy of Sciences, Tsinghua University

Language: English

Topic: Advanced Neural Network Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

Funder: National Research Foundation

OpenAlex ID: W4411725183

FWCI: 3.125

Cites: 11

Cited by: 4

Related to: 10