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Time-varying EEG networks of major depressive disorder during facial emotion tasks Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-20 Jingru Yang, Bowen Li, Wanqing Dong, Xiaorong Gao, Yanfei Lin
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Deep-learning-optimized microstate network analysis for early Parkinson’s disease with mild cognitive impairment Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-18 Luxiao Zhang, Xiao Shen, Chunguang Chu, Shang Liu, Jiang Wang, Yanlin Wang, Jinghui Zhang, Tingyu Cao, Fei Wang, Xiaodong Zhu, Chen Liu
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Effect of adult hippocampal neurogenesis on pattern separation and its applications Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-16 Zengbin Wang, Kai Yang, Xiaojuan Sun
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Emotional reactivity and its impact on neural circuitry for attention-emotion interaction through regression-based machine learning model Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-16 Raghavendra Prasad, Shashikanta Tarai, Arindam Bit
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An improved CapsNet based on data augmentation for driver vigilance estimation with forehead single-channel EEG Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-10 Huizhou Yang, Jingwen Huang, Yifei Yu, Zhigang Sun, Shouyi Zhang, Yunfei Liu, Han Liu, Lijuan Xia
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Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-10 Jun Ma, Banghua Yang, Fenqi Rong, Shouwei Gao, Wen Wang
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Lattice 123 pattern for automated Alzheimer’s detection using EEG signal Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-03 Sengul Dogan, Prabal Datta Barua, Mehmet Baygin, Turker Tuncer, Ru-San Tan, Edward J. Ciaccio, Hamido Fujita, Aruna Devi, U. Rajendra Acharya
This paper presents an innovative feature engineering framework based on lattice structures for the automated identification of Alzheimer's disease (AD) using electroencephalogram (EEG) signals. Inspired by the Shannon information entropy theorem, we apply a probabilistic function to create the novel Lattice123 pattern, generating two directed graphs with minimum and maximum distance-based kernels
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Dynamic functional connectivity correlates of mental workload Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-01 Zhongming Xu, Jing Huang, Chuancai Liu, Qiankun Zhang, Heng Gu, Xiaoli Li, Zengru Di, Zheng Li
Tasks with high mental workload often involve higher cognitive functions of the human brain and complex information flow involving multiple brain regions. However, the dynamics of functional connectivity between brain regions during high mental workload have not been well-studied. We use an analysis approach designed to find repeating network states from gamma-band phase locking value networks built
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Vanishing point estimation inspired by oblique effect in a field environment Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-04-01
Abstract Estimating a vanishing point (VP) is a core problem for understanding three-dimensional scenes and autonomous navigation. Existing methods are essential to estimating VPs in indoor and urban environments. However, doing so in diverse, unstructured, changing, and unexpected field environments remains a considerable challenge. Traditional methods of estimating structural VP have some shortcomings
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Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-27 Yunhong Liu, Shiqi Yu, Jia Li, Jiwang Ma, Fei Wang, Shan Sun, Dezhong Yao, Peng Xu, Tao Zhang
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Predicting an EEG-Based hypnotic time estimation with non-linear kernels of support vector machine algorithm Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-27 Hoda Taghilou, Mazaher Rezaei, Alireza Valizadeh, Touraj Hashemi Nosratabad, Mohammad Ali Nazari
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The influence of hyperpolarization-activated cation current on conduction delay and failure of action potentials along axon related to abnormal functions Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-25 Menglei Lu, Huaguang Gu, Xinjing Zhang
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Resting state EEG microstate profiling and a machine-learning based classifier model in epilepsy Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-23 Asha SA, Sudalaimani C, Devanand P, Subodh PS, Arya ML, Devika Kumar, Sanjeev V Thomas, Ramshekhar N Menon
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EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-22
Abstract Task-free brain activity exhibits spontaneous fluctuations between functional states, characterized by synchronized activation patterns in distributed resting-state (RS) brain networks. The temporal dynamics of the networks’ electrophysiological signatures reflect individual variations in brain activity and connectivity linked to mental states and cognitive functions and can predict or monitor
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Vocal tasks-based EEG and speech signal analysis in children with neurodevelopmental disorders: a multimodal investigation Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-20 Yogesh Sharma, Bikesh Kumar Singh, Sangeeta Dhurandhar
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Assessment of rTMS treatment effects for methamphetamine addiction based on EEG functional connectivity Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-19 Yongcong Li, Banghua Yang, Jun Ma, Yunzhe Li, Hui Zeng, Jie Zhang
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Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-18 Lei Zhu, Fei Yu, Wangpan Ding, Aiai Huang, Nanjiao Ying, Jianhai Zhang
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Reliable electrocortical dynamics of target-directed pass-kicks Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-16
Abstract Football is one of the most played sports in the world and kicking with adequate accuracy increases the likelihood of winning a competition. Although studies with different target-directed movements underline the role of distinctive cortical activity on superior accuracy, little is known about cortical dynamics associated with kicking. Mobile electroencephalography is a popular tool to investigate
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High-altitude exposure leads to increased modularity of brain functional network with the increased occupation of attention resources in early processing of visual working memory Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-15 Jing Zhou, Nian-Nian Wang, Xiao-Yan Huang, Rui Su, Hao Li, Hai-Lin Ma, Ming Liu, De-Long Zhang
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Adult neurogenesis in the hippocampal dentate gyrus affects sparsely synchronized rhythms, associated with pattern separation and integration Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-12
Abstract We are concerned about sparsely synchronized rhythms (SSRs), associated with diverse cognitive functions, in the hippocampal dentate gyrus. Distinctly, adult-born immature GCs (imGCs) emerge through neurogenesis, in addition to the mature granule cells (mGCs) (emerged in the developmental stage). In prior work, these mGCs and imGCs were found to exhibit their distinct roles in pattern separation
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The design and implementation of multi-character classification scheme based on EEG signals of visual imagery Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-09 Hongguang Pan, Wei Song, Li Li, Xuebin Qin
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Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-08 Sonia Kapur, Ghosha Mukeshbhai Joshi
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Task demand modulates the effects of reward learning on emotional stimuli Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-06 Ning-Xuan Chen, Ping Wei
The current study used event-related potentials (ERPs) to examine the ability of task demand in modulating the effect of reward association on the processing of emotional faces. In the learning phase, a high or low reward probability was paired with male or female facial photos of angry, happy, or neutral expressions. Then, in the test phase, task demand was manipulated by asking participants to discriminate
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Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-06 Ali Khaleghi, Kian Shahi, Maryam Saidi, Nafiseh Babaee, Razieh Kaveh, Amin Mohammadian
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Multiple time delay induced Hopf bifurcation of a cortex - basal ganglia model for Parkinson’s Disease Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-02 Qiaohu Zhang, Quansheng Liu, Yuanhong Bi
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Coherence-based channel selection and Riemannian geometry features for magnetoencephalography decoding Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-01 Chao Tang, Tianyi Gao, Gang Wang, Badong Chen
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Self-selected versus imposed running intensity and the acute effects on mood, cognition, and (a)periodic brain activity Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-03-01 Leonard Braunsmann, Finja Beermann, Heiko K. Strüder, Vera Abeln
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Black-white hole pattern: an investigation on the automated chronic neuropathic pain detection using EEG signals Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-28 Irem Tasci, Mehmet Baygin, Prabal Datta Barua, Abdul Hafeez-Baig, Sengul Dogan, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
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Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-28 Sathiyadevi Kanagaraj, Premraj Durairaj, Anitha Karthikeyan, Karthikeyan Rajagopal
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EEG emotion recognition based on an innovative information potential index Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-28 Atefeh Goshvarpour, Ateke Goshvarpour
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An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-23 Zibin Guo, Zehui Xing, Linyan Liu, John W. Schwieter, Huanhuan Liu
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A linearized modeling framework for the frequency selectivity in neurons postsynaptic to vibration receptors Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-20 Tian Gao, Bin Deng, Jiang Wang, Guosheng Yi
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EEG-FRM: a neural network based familiar and unfamiliar face EEG recognition method Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-19 Chao Chen, Lingfeng Fan, Ying Gao, Shuang Qiu, Wei Wei, Huiguang He
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Aβ-mediated synaptic glutamate dynamics and calcium dynamics in astrocytes associated with Alzheimer’s disease Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-17 YuPeng Li, XiaoLi Yang
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Enhancing in-situ updates of quantized memristor neural networks: a Siamese network learning approach Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-13 Jinpei Tan, Fengyun Zhang, Jiening Wu, Li Luo, Shukai Duan, Lidan Wang
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EEGNet classification of sleep EEG for individual specialization based on data augmentation Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-12 Mo Xia, Xuyang Zhao, Rui Deng, Zheng Lu, Jianting Cao
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Prediction of hippocampal electric field in time series induced by TI-DMS with temporal convolutional network Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-11 Xiangyang Xu, Bin Deng, Jiang Wang, Guosheng Yi
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A spatiotemporal energy model based on spiking neurons for human motion perception Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-07
Abstract Inspired by the motion processing pathway, this paper proposes a bio-inspired feedforward spiking network model based on Hodgkin–Huxley neurons for human motion perception. The proposed network mimics the mechanisms of direction selectivity found in simple and complex cells of the primary visual cortex. Simple cells' receptive fields are modeled using Gabor energy filters, while complex cells'
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Controllability in attention deficit hyperactivity disorder brains Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-06 Bo Chen, Weigang Sun, Chuankui Yan
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On the ability of standard and brain-constrained deep neural networks to support cognitive superposition: a position paper Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-02-04 Max Garagnani
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Dynamic prediction of nonlinear waveform transitions in a thalamo-cortical neural network under a square sensory control Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-29 Yeyin Xu, Ying Wu
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A novel memristive neuron model and its energy characteristics Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-28 Ying Xie, Zhiqiu Ye, Xuening Li, Xueqin Wang, Ya Jia
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Musical tension is affected by metrical structure dynamically and hierarchically Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-20
Abstract As the basis of musical emotions, dynamic tension experience is felt by listeners as music unfolds over time. The effects of musical harmonic and melodic structures on tension have been widely investigated, however, the potential roles of metrical structures in tension perception remain largely unexplored. This experiment examined how different metrical structures affect tension experience
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The high frequency oscillations in the amygdala, hippocampus, and temporal cortex during mesial temporal lobe epilepsy Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-20 Shiwei Song, Yihai Dai, Yutong Yao, Jie Liu, Dezhong Yao, Yifei Cao, Bingling Lin, Yuetong Zheng, Ruxiang Xu, Yan Cui, Daqing Guo
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Exponential synchronization of quaternion-valued memristor-based Cohen–Grossberg neural networks with time-varying delays: norm method Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-17 Yanzhao Cheng, Yanchao Shi, Jun Guo
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Dynamic brain functional states associated with inhibition control under different altitudes Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-12 Lin Yitao, Zhou Lv, Wei Xin, Fan Yongchen, Wu Ying
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A Basal Ganglia model for understanding working memory functions in healthy and Parkinson’s conditions Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-09 C. Vigneswaran, Sandeep Sathyanandan Nair, V. Srinivasa Chakravarthy
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Optimizing feature subset for schizophrenia detection using multichannel EEG signals and rough set theory Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-08 Sridevi Srinivasan, Shiny Duela Johnson
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Effects of high-order interactions on synchronization of a fractional-order neural system Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-08 İbrahim Ethem Saçu
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Spike-spindle coupling during sleep and its mechanism explanation in childhood focal epilepsy Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-04 Min Pan, Qiang Li, Jiangling Song, Duo Li, Rui Zhang
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Tissue-like P systems with comparative evaluation/communication rules to solve the nurse rostering problem at the medical center Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-03 Ebtisam Abdusalam Sharif, Mary Agoyi
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Designing a cognitive smart healthcare framework for seizure prediction using multimodal convolutional neural network Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-02 Rajanikanth Aluvalu, K. Aravinda, V. Uma Maheswari, K. A. Jayasheel Kumar, B. Venkateswara Rao, Kantipudi M. V. V. Prasad
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A spatial transformation-based CAN model for information integration within grid cell modules Cogn. Neurodyn. (IF 3.7) Pub Date : 2024-01-02 Zhihui Zhang, Fengzhen Tang, Yiping Li, Xisheng Feng
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Cognitive workload estimation using physiological measures: a review Cogn. Neurodyn. (IF 3.7) Pub Date : 2023-12-26 Debashis Das Chakladar, Partha Pratim Roy
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Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease Cogn. Neurodyn. (IF 3.7) Pub Date : 2023-12-23 Xiaohang Zhu, Shu Liu, Suyu Liu
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Edge intelligence-based public health influenza pandemic risk prediction Cogn. Neurodyn. (IF 3.7) Pub Date : 2023-12-23 Xianhua Wang, Baocheng Pan, Can Cai
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A TAN-dopamine interaction mechanism based computational model of basal ganglia in action selection Cogn. Neurodyn. (IF 3.7) Pub Date : 2023-12-23 Qinghua Zhu, Fang Han, Yuanyuan Yuan, Luyi Shen
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Energy and synchronization between two neurons with nonlinear coupling Cogn. Neurodyn. (IF 3.7) Pub Date : 2023-12-22 Yitong Guo, Ying Xie, Chunni Wang, Jun Ma
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Criticality in Alzheimer’s and healthy brains: insights from phase-ordering Cogn. Neurodyn. (IF 3.7) Pub Date : 2023-12-16 Anirudh Palutla, Shivansh Seth, S. S. Ashwin, Marimuthu Krishnan
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Modelling neural probabilistic computation using vector symbolic architectures Cogn. Neurodyn. (IF 3.7) Pub Date : 2023-12-16 P. Michael Furlong, Chris Eliasmith