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RPN 2: On Interdependence Function Learning Towards Unifying and Advancing CNN, RNN, GNN, and Transformer

Autor: Zhang, Jiawei

This paper builds upon our previous work on the Reconciled Polynomial Network (RPN). The original RPN model was designed under the assumption of input data independence, presuming the independence among both individual instances within data batches a

Externí odkaz: http://arxiv.org/abs/2411.11162

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RPN: Reconciled Polynomial Network Towards Unifying PGMs, Kernel SVMs, MLP and KAN

Autor: Zhang, Jiawei

In this paper, we will introduce a novel deep model named Reconciled Polynomial Network (RPN) for deep function learning. RPN has a very general architecture and can be used to build models with various complexities, capacities, and levels of complet

Externí odkaz: http://arxiv.org/abs/2407.04819

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Akademický článek

基于生成式对抗网络和改进区域建议网络的输电线路杆塔缺陷检测方法.

Autor: 练文卓¹ yekdd123@163.com, 黄伟杰², 黄滔², 谢榕昌², 周俊宏¹, 江润洲¹

Publikováno v: Science Technology & Engineering. 2024, Vol. 24 Issue 13, p5436-5442. 7p.

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Akademický článek

EFFECTS OF RUMEN-PROTECTED NIACIN (RPN) ON MILK PRODUCTION, SOME BIOCHEMICAL PARAMETERS AND METABOLIC PROFILE INDICES IN DAIRY COWS DURING SUMMER SEASON.

Autor: KORTAM, LAILA E.¹ lailakortam71@gmail.com, M. S., ELGARHI², IBRAHIM, MAHA A.³, AREF, NOHA E.⁴

Publikováno v: Assiut Veterinary Medical Journal. Oct2024, Vol. 70 Issue 183, p284-298. 15p.

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Akademický článek

Application of an improved VGG and RPN network in precision parts recognition.

Autor: Li, Dongjie^1,2 (AUTHOR) dongjieli@163.com, Wang, Mingrui^1,2 (AUTHOR), Zhang, Yu^1,2 (AUTHOR), Zhai, Changhe^1,2 (AUTHOR)

Publikováno v: Journal of Intelligent & Fuzzy Systems. 2023, Vol. 45 Issue 6, p9403-9419. 17p.

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Akademický článek

Performance analysis of spiral heat exchanger based on E-RPN and BWM multi-criteria decision algorithm-application of combined heat and power systems

Autor: Junlin Ye, Azher M. Abed, Bhupendra Singh Chauhan, Bashir Salah, Sahar Hanifeh Dokht, Ahmed Deifalla, Ibrahim Mahariq

Publikováno v: Case Studies in Thermal Engineering, Vol 57, Iss , Pp 104319- (2024)

Currently, with the energy crisis, combined heat and power systems provide significant advantages. A spiral heat exchanger (SHE) is among the greatest components utilized in these kinds of systems. There are a few notable failure modes (FMs) that can

Externí odkaz: https://doaj.org/article/a3d18f1340ae4974aadafaa0325e904e

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