Výsledky vyhľadávania - "computation complexity"

Reducing Computation Complexity in Optimization of Nanophotonic Structures Using Pruning Autor Hadigheh Javani, Mohammad, Zandehshahvar, Mohammadreza, Adibi, Ali

“…Inverse design of complex nanophotonic devices is a very computation-consuming task. Deep-learning-based approaches can facilitate this process. However, due…”
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A general theory of quantum codes connecting quantum computation, complexity and physics

“…Approximate notions of quantum error-correcting codes hold wide importance across quantum information and physics, but are not cohesively understood. Now,…”
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CGFusionFormer: Exploring Compact Spatial Representation for Robust 3D Human Pose Estimation with Low Computation Complexity Autor Lu, Tao, Wang, Hongtao, Xiao, Degui

“…Transformer-based 2D-to-3D lifting methods have demonstrated outstanding performance in 3D human pose estimation from 2D pose sequences. However, they still…”
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Particle computation: complexity, algorithms, and logic Autor Becker, Aaron T., Demaine, Erik D., Fekete, Sándor P., Lonsford, Jarrett, Morris-Wright, Rose

“…We investigate algorithmic control of a large swarm of mobile particles (such as robots, sensors, or building material) that move in a 2D workspace using a…”
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Dynamic Channel Token Vision Transformer with linear computation complexity and multi-scale features Autor Guan, Yijia, Wang, Kundong

“…Original self-attention has the problem of quadratical complexity. In this paper, we propose a novel paradigm for tokenization that decouples the token scope…”
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A MOE-attention-based reinforcement learning for gearbox fault diagnosis with unbalanced data and computation complexity Autor Liu, Weimin, Liu, Jiaxin, Han, Bin, Zheng, Aiyun, Zheng, Zhi

“…•Uniform sampling minimizing bias in imbalanced datasets.•Optimal reinforcement learning removing redundant information from vision Transformer.•Effective…”
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Relaxed TS Fuzzy Model Transformation to Improve the Approximation Accuracy/Complexity Tradeoff and Relax the Computation Complexity Autor Baranyi, Peter

“…The primary goal of the article is to introduce the relaxed TS fuzzy model transformation, a method that enhances the original TS fuzzy model transformation in…”
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A Novel Three-Vector-Based Model Predictive Flux Control With Low Computation Complexity for SPMSM Autor Lu, Kejin, Li, Xianglin, Zhao, Yujian, Yi, Peng, Yan, Bo, Hua, Wei

“…A novel three-vector-based model predictive flux control (TV-MPFC) with low computation complexity and low stator flux ripple for SPMSM is proposed…”
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Implicit computation complexity in higher-order programming languages: A Survey in Memory of Martin Hofmann Autor Dal Lago, U.

“…This paper is meant to be a survey about implicit characterizations of complexity classes by fragments of higher-order programming languages, with a special…”
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An integrated feature extraction framework of linear multi-layer perceptron to reduce computation complexity for remaining useful life prediction Autor Gao, Hui, Guo, Qingwen, Zhang, Zhizheng, Li, Yibin

“…Recently, there has been a growth in deep learning-based solutions for RUL prediction, although these increasingly complex models have significantly improved…”
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Reducing computation complexity by using elastic net regularization based pruned Volterra equalization in a 80 Gbps PAM-4 signal for inter-data center interconnects Autor Yadav, Govind sharan, Chuang, Chun-Yen, Feng, Kai-Ming, Yan, Jhih-Heng, Chen, Jyehong, Chen, Young-Kai

“…Volterra equalization (VE) presents substantial performance enhancement for high-speed optical signals but suffers from high computation complexity which limits its physical implementations…”
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Online Premeans and Their Computation Complexity Autor Pasteczka, Paweł

“…We extend some approach to the family of symmetric means (i.e. symmetric functions M : ⋃ n = 1 ∞ I n → I with min ≤ M ≤ max ; I is an interval). Namely, it is…”
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Special Issue “Quantum computation complexity theory and quantum network theory” (Preface) Autor Junde, Wu

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Implicit computation complexity in higher-order programming languages Autor Dal Lago, U.

“…This paper is meant to be a survey about implicit characterizations of complexity classes by fragments of higher-order programming languages, with a special…”
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LightCodec: A High Fidelity Neural Audio Codec with Low Computation Complexity Autor Xu, Liang, Wang, Jing, Zhang, Jianqian, Xie, Xiang

“…The audio codec is one of the core modules in audio communication for real-time transmission. With the development of neural networks, end-to-end audio codecs…”
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The organization of intrinsic computation: complexity-entropy diagrams and the diversity of natural information processing Autor Feldman, David P, McTague, Carl S, Crutchfield, James P

“…Intrinsic computation refers to how dynamical systems store, structure, and transform historical and spatial information. By graphing a measure of structural…”
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Optimal Embedding of Functions for In-Network Computation: Complexity Analysis and Algorithms Autor Vyavahare, Pooja, Limaye, Nutan, Manjunath, D.

“…We consider optimal distributed computation of a given function of distributed data. The input (data) nodes and the sink node that receives the function form a…”
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A Computation Complexity Reduction of the Size Decision Algorithm in 3D-HEVC Depth Map Intracoding Autor Hamout, Hamza, Elyousfi, Abderrahmane

“…A new video format called a multiview video plus depth map is recently designed as the most efficient 3D video representation. 3D-high efficiency video coding…”
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Architecture for Variable Bitrate Neural Speech Codec with Configurable Computation Complexity Autor Jayashankar, Tejas, Koehler, Thilo, Kalgaonkar, Kaustubh, Xiu, Zhiping, Wu, Jilong, Lin, Ju, Agrawal, Prabhav, He, Qing

“…Low bitrate speech codecs have become an area of intense research. Traditional speech codecs, which use signal processing methods to encode and decode speech,…”
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Enhancing Accuracy While Reducing Computation Complexity for Voltage-Sag-Based Distribution Fault Location Autor Yimai Dong, Ce Zheng, Kezunovic, M.

“…A fault-location method for radial distribution systems is proposed in this paper. The proposed method uses voltage and current phasors from feeder root and…”
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