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Effect of adult hippocampal neurogenesis on pattern separation and its applications
Adult hippocampal neurogenesis (AHN) is considered essential in memory formation. The dentate gyrus neural network containing newborn dentate gyrus...
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Emotional reactivity and its impact on neural circuitry for attention-emotion interaction through regression-based machine learning model
Attentional paradigm can have a significant influence on the processing and experience of positive and negative emotions. Attentional mechanism...
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An improved CapsNet based on data augmentation for driver vigilance estimation with forehead single-channel EEG
Various studies have shown that it is necessary to estimate the drivers’ vigilance to reduce the occurrence of traffic accidents. Most existing...
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Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN
Transfer learning is increasingly used to decode multi-class motor imagery tasks. Previous transfer learning ignored the optimizability of the source...
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Lattice 123 pattern for automated Alzheimer’s detection using EEG signal
This paper presents an innovative feature engineering framework based on lattice structures for the automated identification of Alzheimer's disease...
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Dynamic functional connectivity correlates of mental workload
Tasks with high mental workload often involve higher cognitive functions of the human brain and complex information flow involving multiple brain...
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Vanishing point estimation inspired by oblique effect in a field environment
Estimating a vanishing point (VP) is a core problem for understanding three-dimensional scenes and autonomous navigation. Existing methods are...
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Predicting an EEG-Based hypnotic time estimation with non-linear kernels of support vector machine algorithm
Our ability to measure time is vital for daily life, technology use, and even mental health; however, separating pure time perception from other...
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Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model
Motor imagery (MI) is a high-level cognitive process that has been widely applied to brain-computer inference (BCI) and motor recovery. In practical...
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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
Conduction delay and failure behaviors of action potentials with a high frequency along nerve fiber are related to the abnormal functions. For...
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Resting state EEG microstate profiling and a machine-learning based classifier model in epilepsy
Electroencephalography-based (EEG) microstate analysis is a promising and widely studied method in which spontaneous cerebral activity is segmented...
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EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations
Task-free brain activity exhibits spontaneous fluctuations between functional states, characterized by synchronized activation patterns in...
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Vocal tasks-based EEG and speech signal analysis in children with neurodevelopmental disorders: a multimodal investigation
Neurodevelopmental disorders (NDs) often hamper multiple functional prints of a child brain. Despite several studies on their neural and speech...
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Assessment of rTMS treatment effects for methamphetamine addiction based on EEG functional connectivity
Methamphetamine (MA) addiction leads to impairment of neural communication functions in the brain, and functional connectivity (FC) may be a valid...
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Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition
Electroencephalogram (EEG) emotion recognition plays an important role in human–computer interaction, and a higher recognition accuracy can improve...
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Reliable electrocortical dynamics of target-directed pass-kicks
Football is one of the most played sports in the world and kicking with adequate accuracy increases the likelihood of winning a competition. Although...
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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
Working memory is a complex cognitive system that temporarily maintains purpose-relevant information during human cognition performance. Working...
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Adult neurogenesis in the hippocampal dentate gyrus affects sparsely synchronized rhythms, associated with pattern separation and integration
We are concerned about sparsely synchronized rhythms (SSRs), associated with diverse cognitive functions, in the hippocampal dentate gyrus....
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The design and implementation of multi-character classification scheme based on EEG signals of visual imagery
In visual-imagery-based brain–computer interface (VI-BCI), there are problems of singleness of imagination task and insufficient description of...
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Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes
Exercise induced Cognitive Function is an area needed in competitive fast ball sports that has stimulated interests of researchers due to its...
