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SVE-Former: A fast fourier transformer via singular vector embedding.

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Title: SVE-Former: A fast fourier transformer via singular vector embedding.
Authors: Shen XJ; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China., Tian W; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China., Yang Y; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China., Zhou C; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China., Song H; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China., Yang M; College of Mathematical Sciences, Harbin Engineering University, Harbin Engineering University, Harbin, 150001, Heilongjiang, China., Li Y; Nanjing Les Information Technology Co., Ltd, Nanjing Les Information Technology Co., Ltd, Nanjing, 210001, Jiangsu, China., Tian S; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing University of Science and Technology, Nanjing, 210094, Jiangsu, China. Electronic address: tiansirui@njust.edu.cn., Zha Z; University of Science and Technology of China (USTC), USTC, Hefei, 230011, Anhui, China.
Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Apr; Vol. 196, pp. 108331. Date of Electronic Publication: 2025 Nov 19.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: SVE-Former: A fast fourier transformer via singular vector embedding.
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  Data: <searchLink fieldCode="AU" term="%22Shen+XJ%22">Shen XJ</searchLink>; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Tian+W%22">Tian W</searchLink>; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Yang+Y%22">Yang Y</searchLink>; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Zhou+C%22">Zhou C</searchLink>; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Song+H%22">Song H</searchLink>; School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu University Campus, Zhenjiang, 212013, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Yang+M%22">Yang M</searchLink>; College of Mathematical Sciences, Harbin Engineering University, Harbin Engineering University, Harbin, 150001, Heilongjiang, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Nanjing Les Information Technology Co., Ltd, Nanjing Les Information Technology Co., Ltd, Nanjing, 210001, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Tian+S%22">Tian S</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing University of Science and Technology, Nanjing, 210094, Jiangsu, China. Electronic address: tiansirui@njust.edu.cn.<br /><searchLink fieldCode="AU" term="%22Zha+Z%22">Zha Z</searchLink>; University of Science and Technology of China (USTC), USTC, Hefei, 230011, Anhui, China.
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              Text: 2026 Apr
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