Search Results - "Networks"

Non-Fragile H∞ Synchronization for Markov Jump Singularly Perturbed Coupled Neural Networks Subject to Double-Layer Switching Regulation by Shen, Hao, Hu, Xiaohui, Wang, Jing, Cao, Jinde, Qian, Wenhua

“…This work explores the <inline-formula> <tex-math notation="LaTeX">H_{\infty } </tex-math></inline-formula> synchronization issue for singularly perturbed coupled neural networks…”
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Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks by Kwon, O-Yeon, Lee, Min-Ho, Guan, Cuntai, Lee, Seong-Whan

“…)-based electroencephalography (EEG) database and propose a subject-independent framework based on deep convolutional neural networks (CNNs…”
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Altered single‐subject gray matter structural networks in drug‐naïve attention deficit hyperactivity disorder children by Chen, Ying, Lei, Du, Cao, Hengyi, Niu, Running, Chen, Fuqin, Chen, Lizhou, Zhou, Jinbo, Hu, Xinyu, Huang, Xiaoqi, Guo, Lanting, Sweeney, John A., Gong, Qiyong

“…‐matched healthy controls. Single‐subject gray matter (GM) networks were obtained based on areal similarities of GM, and network topological properties were analyzed using graph theory…”
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Distributed filtering for nonlinear time‐delay systems over sensor networks subject to multiplicative link noises and switching topology by Ma, Lifeng, Wang, Zidong, Liu, Yurong, Alsaadi, Fuad E.

“…‐delay system over sensor networks subject to multiplicative link noises and switching topology…”
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Gain-Scheduled Finite-Time Synchronization for Reaction-Diffusion Memristive Neural Networks Subject to Inconsistent Markov Chains by Song, Xiaona, Man, Jingtao, Song, Shuai, Ahn, Choon Ki

“…An innovative class of drive-response systems that are composed of Markovian reaction-diffusion memristive neural networks, where the drive and response systems follow inconsistent Markov chains…”
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Synchronization of Complex Dynamical Networks Subject to DoS Attacks: An Improved Coding-Decoding Protocol by Xing, Mengping, Lu, Jianquan, Qiu, Jianlong, Shen, Hao

“…This article investigates the synchronization of communication-constrained complex dynamic networks subject to malicious attacks…”
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Single‐subject cortical morphological brain networks across the adult lifespan by Ruan, Jingxuan, Wang, Ningkai, Li, Junle, Wang, Jing, Zou, Qihong, Lv, Yating, Zhang, Han, Wang, Jinhui

“… In this study, we performed a comprehensive analysis of the topological changes in single‐subject morphological brain networks across the adult lifespan…”
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Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion by Power, Jonathan D., Barnes, Kelly A., Snyder, Abraham Z., Schlaggar, Bradley L., Petersen, Steven E.

“…Here, we demonstrate that subject motion produces substantial changes in the timecourses of resting state functional connectivity MRI (rs-fcMRI…”
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Nonfragile H ∞ Synchronization of BAM Inertial Neural Networks Subject to Persistent Dwell-Time Switching Regularity by Shen, Hao, Huang, Zhengguo, Wu, Zhengguang, Cao, Jinde, Park, Ju H.

“…) switched bidirectional associative memory inertial neural networks with time-varying delays…”
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Consistent resting-state networks across healthy subjects by Damoiseaux, J S, Rombouts, S A R B, Barkhof, F, Scheltens, P, Stam, C J, Smith, S M, Beckmann, C F

“… slow fluctuations correspond to functionally relevant resting-state networks. Several studies on resting fMRI have been conducted, reporting an apparent similarity between the identified patterns…”
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Local Synchronization of Directed Lur'e Networks With Coupling Delay via Distributed Impulsive Control Subject to Actuator Saturation by Lv, Xiaoxiao, Cao, Jinde, Li, Xiaodi, Luo, Yiping

“…This article studies the local exponential synchronization synthesis problem of directed Lur'e networks with coupling time-varying delay under the distributed impulsive control subject to actuator saturation…”
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MACULAR MICROVASCULAR NETWORKS IN HEALTHY PEDIATRIC SUBJECTS by Borrelli, Enrico, Lonngi, Marcela, Balasubramanian, Siva, Tepelus, Tudor C, Baghdasaryan, Elmira, Iafe, Nicholas A, Pineles, Stacy L, Velez, Federico G, Sarraf, David, Sadda, SriniVas R, Tsui, Irena

“… Seventy-seven eyes from 52 subjects (23 male and 29 female) were included in analysis. Mean age was 11.1 ± 3.3 years (range = 5.0-17.0 years…”
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Finite-Time Synchronization of Fractional-Order Fuzzy Time-Varying Coupled Neural Networks Subject to Reaction-Diffusion by Xu, Yao, Liu, Wenxi, Wu, Yongbao, Li, Wenxue

“…In this article, finite-time synchronization is investigated for fractional-order fuzzy time-varying coupled neural networks subject to reaction-diffusion by establishing a new framework under fuzzy…”
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A Subject-Transfer Framework Based on Single-Trial EMG Analysis Using Convolutional Neural Networks by Kim, Keun-Tae, Guan, Cuntai, Lee, Seong-Whan

“… In the proposed framework, supportive convolutional neural network (CNN) classifiers, which are pre-trained using the EMG data of several subjects, are selected and fine-tuned for the target…”
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Master–slave synchronization of neural networks subject to mixed-type communication attacks by Kazemy, Ali, Saravanakumar, Ramasamy, Lam, James

“…This paper concerns the master–slave synchronization issue of neural networks subject to mixed-type communication attacks…”
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Cross-subject transfer learning in human activity recognition systems using generative adversarial networks by Soleimani, Elnaz, Nazerfard, Ehsan

“… Transfer learning techniques aim to transfer the knowledge which has been learned from the source domain (subject…”
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Subject independent emotion recognition using EEG signals employing attention driven neural networks by Arjun, Rajpoot, Aniket Singh, Panicker, Mahesh Raveendranatha

“…[Display omitted] •Focus on subject independent tasks to perform better considering inter-subject variability…”
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Within‐subject reliability of brain networks during advanced meditation: An intensively sampled 7 Tesla MRI case study by Ganesan, Saampras, Yang, Winson F. Z., Chowdhury, Avijit, Zalesky, Andrew, Sacchet, Matthew D.

“…Advanced meditation such as jhana meditation can produce various altered states of consciousness (jhanas) and cultivate rewarding psychological qualities…”
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Finite-time synchronization of stochastic coupled neural networks subject to Markovian switching and input saturation by Selvaraj, P., Sakthivel, R., Kwon, O.M.

“…This paper addresses the problem of finite-time synchronization of stochastic coupled neural networks (SCNNs…”
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A comprehensive evaluation of multicentric reliability of single-subject cortical morphological networks on traveling subjects by Yin, Guole, Li, Ting, Jin, Suhui, Wang, Ningkai, Li, Junle, Wu, Changwen, He, Hongjian, Wang, Jinhui

“…Despite the prevalence of research on single-subject cerebral morphological networks in recent years, whether they can offer a reliable way for multicentric studies remains largely unknown…”
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