Výsledky vyhledávání - "computation complexity"

Temporal Netgrid Model-Based Dynamic Routing in Large-Scale Small Satellite Networks Autor Li, Jian, Lu, Hancheng, Xue, Kaiping, Zhang, Yongdong

“…In recent years, Small Satellite Networks (SSNs) are attracting increasing attention due to its economical prospects and advantages in high bandwidth and low…”
Získat plný text

4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs Autor Boccato, Tommaso, Ferrante, Matteo, Duggento, Andrea, Toschi, Nicola

Získat plný text

Invisible and Steganalysis-Resistant Deep Image Hiding Based on One-Way Adversarial Invertible Networks Autor Hu, Xinjue, Fu, Zhangjie, Zhang, Xiang, Chen, Yanyu

“…Deep image hiding is a challenging image processing task that aims to hide a secret image into a cover image of equal size perfectly. How to improve the…”
Získat plný text

Decentralized Accelerated Gradient Methods With Increasing Penalty Parameters Autor Li, Huan, Fang, Cong, Yin, Wotao, Lin, Zhouchen

“…In this article, we study the communication, and (sub)gradient computation costs in distributed optimization. We present two algorithms based on the framework…”
Získat plný text

Distributed testing on mutual independence between components of high-dimensional massive data Autor Kuang, Yongxin, Ma, Yun, Xie, Junshan

Získat plný text

Deep ReLU neural networks in high-dimensional approximation Autor Dũng, Dinh, Nguyen, Van Kien

“…We study the computation complexity of deep ReLU (Rectified Linear Unit) neural networks for the approximation of functions from the Hölder–Zygmund space of…”
Získat plný text

Symmetric Private Polynomial Computation From Lagrange Encoding Autor Zhu, Jinbao, Yan, Qifa, Tang, Xiaohu, Li, Songze

“…The problem of <inline-formula> <tex-math notation="LaTeX">X </tex-math></inline-formula>-secure <inline-formula> <tex-math notation="LaTeX">T…”
Získat plný text

Computationally efficient and secure anonymous authentication scheme for cloud users Autor Arasan, Anakath, Sadaiyandi, Rajakumar, Al-Turjman, Fadi, Rajasekaran, Arun Sekar, Selvi Karuppuswamy, Kalai

“…In cloud computing, the combinations of various computing units are globally separated, however, electronically connected. In recent years, the number of cloud…”
Získat plný text

Fast and robust adaptive beamforming algorithms for large-scale arrays with small samples Autor Zhang, Xue-Jun, Xie, Hu, Feng, Da-Zheng, Zheng, Wei Xing, Hu, Hao Shuang

“…•A fast and robust beamforming algorithm for the large scale sensor array under small sample case.•Low computational complexity and easily implemented.•An…”
Získat plný text

A computationally efficient centralized group key distribution protocol for secure multicast communications based upon RSA public key cryptosystem Autor Vinod Kumar, Rajendra Kumar, S.K. Pandey

“…In the secure multicast communication, data is transmitted in such a manner that only authorized group members are able to receive the data. The main…”
Získat plný text

Adaptive beamforming based on minimum variance (ABF-MV) using deep neural network for ultrafast ultrasound imaging Autor Wang, Wenping, He, Qiong, Zhang, Ziyou, Feng, Ziliang

“…•Provides a deep neural network guided by minimum variance method for ultrafast ultrasound adaptive beamforming.•Shows that the proposed method’s beneficial…”
Získat plný text

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…”
Získat plný text

Strong core and Pareto-optimality in the multiple partners matching problem under lexicographic preference domains Autor Biró, Péter, Csáji, Gergely

“…We study strong core and Pareto-optimal solutions for multiple partners matching problem under lexicographic preference domains from a computational point of…”
Získat plný text

IIRNet: A lightweight deep neural network using intensely inverted residuals for image recognition Autor Li, Yuyuan, Zhang, Dong, Lee, Dah-Jye

“…Deep neural networks have achieved great success in many tasks of pattern recognition. However, large model size and high cost in computation limit their…”
Získat plný text

Efficient move blocking strategy for multiple shooting-based non-linear model predictive control Autor Chen, Yutao, Scarabottolo, Nicoló, Bruschetta, Mattia, Beghi, Alessandro

“…Move blocking (MB) is a widely used strategy to reduce the degrees of freedom (DoFs) of the optimal control problem (OCP) arising in receding horizon control…”
Získat plný text

Feasibility of a Real-Time Embedded Hyperspectral Compressive Sensing Imaging System Autor Lim, Olivier, Mancini, Stéphane, Dalla Mura, Mauro

“…Hyperspectral imaging has been attracting considerable interest as it provides spectrally rich acquisitions useful in several applications, such as remote…”
Získat plný text

Securing transmissions by friendly jamming scheme in wireless networks Autor Li, Guangshun, Sheng, Xiaofei, Wu, Junhua, Yu, Haili

“…In this paper, we focus on the design of optimal relay and jammer selection strategy in relay-aided wireless networks. Different from previous works, assuming…”
Získat plný text

Two-dimensional Eulerian-exponential-law acoustic black hole structure for energy harvesting Autor Qin, Yi, Han, Gangxia, Mao, Yongfang

“…Thin plates are widely used in engineering, so it is of great value to explore energy harvester based on this type of structure. Acoustic black hole (ABH) is…”
Získat plný text

On the convergence and improvement of stochastic normalized gradient descent Autor Zhao, Shen-Yi, Xie, Yin-Peng, Li, Wu-Jun

“…Non-convex models, like deep neural networks, have been widely used in machine learning applications. Training non-convex models is a difficult task owing to…”
Získat plný text

Neuro-Fuzzy Logic for Automatic Animation Scene Generation in Movie Arts in Digital Media Technology Autor Peng, Liu

“…Animation scene generation (ASG) is the best digital media tool for lifelike scenes, particularly for movies. Traditional animation methods are laborious,…”
Získat plný text