Cognitive Neurodynamics

Article	Citations
The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study	118
An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions	118
Leveraging Swin Transformer for advanced sentiment analysis: a new paradigm	90
Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals	88
Propofol modulates neural dynamics of thalamo-cortical system associated with anesthetic levels in rats	81
Musical tension is affected by metrical structure dynamically and hierarchically	71
Towards a single parameter for the assessment of EEG oscillations	58
Classification of stages in cervical cancer MRI by customized CNN and transfer learning	52
A multilayer deep neural network framework for hemodynamic assessment of cognitive load management during problem-solving tasks	50
Applications and interrelationships of brain function detection, brain–computer interfaces, and brain stimulation: a comprehensive review	50
A user-friendly BCI encoding by high frequency single-frequency-SDMA SSaVEF using MEG	50
Non-decomposition method for event-triggered finite-time synchronization control of complex-valued memristive neural networks	45
Multilevel Inter-modal and Intra-modal Transformer network with domain adversarial learning for multimodal sleep staging	45
An effective encryption approach using a combination of a non-chain ring and a four-dimensional chaotic map	45
Dynamics and synchronization control of fractional conformable neuron system	38
Classification for Alzheimer's disease and frontotemporal dementia via resting-state electroencephalography-based coherence and convolutional neural network	36
EEG based functional brain networks analysis in dyslexic children during arithmetic task	35
Brain fingerprinting field study on major, terrorist crimes supports the brain fingerprinting scientific standards hypothesis: classification concealed information test with P300 and P300-MERMER succe	34
Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?	32
RETRACTED ARTICLE: Edge intelligence-based public health influenza pandemic risk prediction	32
Cerebral tissue oximeter suitable for real-time regional oxygen saturation monitoring in multiple clinical settings	31
Neurobiological effects of exercise intervention for premenstrual syndrome	31
Spectral resonance in Fitzhugh–Nagumo neuron system: relation with stochastic resonance and its role in EMG signal characterization	31
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	30
Machine to brain: facial expression recognition using brain machine generative adversarial networks	29

Perceived danger associated with a property modulates cross category generalization	29
DRF-DRC: dynamic receptive field and dense residual connections for model compression	29
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network	29
Emergence of functionally differentiated structures via mutual information minimization in recurrent neural networks	28
Irreversibility of recursive Heaviside memory functions: a distributional perspective on structural cognition	28
Seizure onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal electrocorticogram	27
Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease	27
A novel paradigm for observational learning in rats	27
Multimodal biometric authentication systems: exploring EEG and signature	27
EEG microstate biomarkers for schizophrenia: a novel approach using deep neural networks	26
SC-SDT: a framework with spectral convolution and spatial differential transformer for EEG-based emotion recognition	25
Topology identification and dynamical pattern recognition for Hindmarsh–Rose neuron model via deterministic learning	25
Investigating the impact of hearing loss on attentional networks among older individuals: an event-related potential study	24
R-CNN-TPOT: a new hybrid machine learning network for brain age prediction using EEG signal	24
The role of beta band phase resetting in audio-visual temporal order judgment	23
Dynamic estimation of probability density using quantum neural network based on simple harmonic oscillator perturbed by an electric field	23
Attenuated heterogeneity of hippocampal neuron subsets in response to novelty induced by amyloid-β	23
Random fluctuations and synaptic plasticity enhance working memory activities in the neuron–astrocyte network	23
Neurodynamic evidence reveals identity top-down influences emotional contagion of race	23
Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model	22
Neurofusionnet: a comprehensive framework for accurate epileptic seizure prediction from EEG data with hybrid meta-heuristic optimization algorithm	21
Short-term and long-term test-retest reliability of memory, complexity, and randomness of EEG microstates sequence	21
Multiresolution directed transfer function approach for segment-wise seizure classification of epileptic EEG signal	21
Reducing calibration efforts of SSVEP-BCIs by shallow fine-tuning-based transfer learning	20
Shap-driven explainable AI with simulated annealing for optimized seizure detection using multichannel EEG signal	20
Stability of synchronization manifolds and its nonlinear behaviour in memristive coupled discrete neuron model	19
Graph theoretical brain connectivity measures to investigate neural correlates of music rhythms associated with fear and anger	19
Linear mixed-effect models for correlated response to process electroencephalogram recordings	19
Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events	19
Three-dimensional memristive Morris–Lecar model with magnetic induction effects and its FPGA implementation	18
Respiratory modulation of beta corticomuscular coherence in isometric hand movements	18
Discrimination between focal epilepsy and generalized epilepsy based on the spatial patterns of EEG network	18
Stability and synchronization for complex-valued neural networks with stochastic parameters and mixed time delays	17
Cross-subject aesthetic preference recognition of Chinese dance posture using EEG	17
Monitoring nap deprivation-induced fatigue using fNIRS and deep learning	17
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	17
Involvement of prelimbic cortex neurons and related circuits in the acquisition of a cooperative learning by pairs of rats	17
Generalizable epileptic seizures prediction based on deep transfer learning	16
Spike Sorting of Non-Stationary Data in Successive Intervals Based on Dirichlet Process Mixtures	16
A neuro-inspired visual SLAM approach using AKAZE feature extraction in complex and dynamic environments	16
A spatial transformation-based CAN model for information integration within grid cell modules	15
Predicting the temporal-dynamic trajectories of cortical neuronal responses in non-human primates based on deep spiking neural network	15
Investigation of frequency components embedded in EEG recordings underlying neuronal mechanism of cognitive control and attentional functions	15
Imperfect chimera and synchronization in a hybrid adaptive conductance based exponential integrate and fire neuron model	15
Break-up and recovery of harmony between direct and indirect pathways in the basal ganglia: Huntington’s disease and treatment	15
The length and the width of the human brain circuit connections are strongly correlated	14
Resting-state EEG gamma power predicts immediate and delayed recall in healthy adults	14
A dual-branch neural network and attention mechanism for decoding EEG-based motor imagery	14
A multimodal deep learning framework for functional brain network classification in rs-fMRI	14
Dynamics of structured complex-valued Hopfield neural networks	13

Affective EEG-based cross-session person identification using hierarchical graph embedding	13
Cortex level connectivity between ACT-R modules during EEG-based n-back task	13
Extraction of discriminative features from EEG signals of dyslexic children; before and after the treatment	12
Unraveling the functional complexity of the locus coeruleus-norepinephrine system: insights from molecular anatomy to neurodynamic modeling	12
Isolation of subjectively reported sleepiness and objectively measured vigilance during sleep deprivation: a resting-state fMRI study	12
Visual surround suppression at the neural and perceptual levels	12
Task demand modulates the effects of reward learning on emotional stimuli	12
Cross-module switching diversity of brain network nodes in resting and cognitive states	12
Controlling Alzheimer’s disease by deep brain stimulation based on a data-driven cortical network model	12
Dynamic networks of P300-related process	11
Exploring recurrence quantification analysis and fractal dimension algorithms for diagnosis of encephalopathy	11
Implementation of memristive emotion associative learning circuit	11
Does learning a second or third language affect the adaptation of cognitive control in multilinguals? A longitudinal fMRI study	11
Executive function elevated by long term high-intensity physical activity and the regulation role of beta-band activity in human frontal region	11
Electromagnetic induction effects on electrical activity within a memristive Wilson neuron model	11
Aberrant temporal correlations of ongoing oscillations in disorders of consciousness on multiple time scales	11
Controllability in attention deficit hyperactivity disorder brains	11
Striatum is the potential target for treating absence epilepsy: a theoretical evidence	11
A discrete Huber-Braun neuron model: from nodal properties to network performance	11
Multistability and synchronization of fractional-order memristor-coupled tabu learning neurons model	11
SST-CRAM: spatial-spectral-temporal based convolutional recurrent neural network with lightweight attention mechanism for EEG emotion recognition	11
Assessment of impaired consciousness using EEG-based connectivity features and convolutional neural networks	10
Memristive leaky integrate-and-fire neuron and learnable straight-through estimator in spiking neural networks	10
AI-driven early diagnosis of specific mental disorders: a comprehensive study	10
Multiscale entropy of ADHD children during resting state condition	10
The neuronal and synaptic dynamics underlying post-inhibitory rebound burst related to major depressive disorder in the lateral habenula neuron model	10
Self-repair mechanisms of spiking neuron–astrocyte networks in working memory under diverse injury conditions	10
Visual statistical learning based on a coupled shape-position recurrent neural network model	10
Time–frequency–space transformer EEG decoding for spinal cord injury	10
Exploration of interictal to ictal transition in epileptic seizures using a neural mass model	10
EEG decoding for effects of visual joint attention training on ASD patients with interpretable and lightweight convolutional neural network	10
DMPat-based SOXFE: investigations of the violence detection using EEG signals	10
Dynamic analysis of multi-spiral chaotic inertia model with a cyclic configuration involving four homogeneous HNN cells: stability analysis, analog and digital verifications	10
A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT	10
Memristive neural network circuit implementation of associative learning with overshadowing and blocking	10
Functional connectivity of EEG motor rhythms after spinal cord injury	10
BCI system with lower-limb robot improves rehabilitation in spinal cord injury patients through short-term training: a pilot study	9
Multiscale information interaction at local frequency band in functional corticomuscular coupling	9
Graph-based feature learning methods for subject-dependent and subject-independent motor imagery EEG decoding	9
Distance-dependent connectivity in the brain facilitates high dynamical and structural complexity	9
Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition	9
Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes	9
The role of extracellular glutamate homeostasis dysregulated by astrocyte in epileptic discharges: a model evidence	9
Robust $$\mathcal {H}_{\infty }$$ control of uncertain time-delay Markovian jump quaternion-valued neural networks subject to partially known transition probabilities: direct quaternion method	9
Synchronization and oscillation behaviors of excitatory and inhibitory populations with spike-timing-dependent plasticity	9
A neurorobotics approach to behaviour selection based on human activity recognition	9
Mechanisms underlying EEG power changes during wakefulness in insomnia patients: a model-driven study	9
Effects of high-order interactions on synchronization of a fractional-order neural system	9
Epileptic seizure focus detection from interictal electroencephalogram: a survey	9
People see what they want to see: an EEG study	8
Tremor estimation and filtering in robotic-assisted surgery	8
Redefining cognitive neurodynamics through transdisciplinary innovation	8
Clearance mechanisms of the glymphatic/lymphatic system in the brain: new therapeutic perspectives for cognitive impairment	8
Enhanced brain network flexibility by physical exercise in female methamphetamine users	8
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	8
SFT-HN: a novel spatial-frequency-temporal hybrid network for EEG-based emotion recognition	8
Dynamic brain connectivity: linking inter-group difference and individual susceptibility changes in visually induced motion sickness susceptibility	8
The influence of hyperpolarization-activated cation current on conduction delay and failure of action potentials along axon related to abnormal functions	8
Dynamic functional connectivity correlates of mental workload	8
Multilevel and multifaceted brain response features in spiking, ERP and ERD: experimental observation and simultaneous generation in a neuronal network model with excitation–inhibition balance	8
Sg-snn: a self-organizing spiking neural network based on temporal information	8
New exploration on bifurcation for fractional-order quaternion-valued neural networks involving leakage delays	8
Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model	8
Correction to: Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	8
A model description of beta oscillations in the external globus pallidus	7
Effectual seizure detection using MBBF-GPSO with CNN network	7
Diagnosis of neurodegenerative diseases with a refined Lempel–Ziv complexity	7
Effects of double delays on bifurcation for a fractional-order neural network	7
Neurophysiological and other features of working memory in older adults at risk for dementia	7
Multiple generalized stability of nonlinear delayed systems subject to impulsive disturbance	7
Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition	7
The dynamic impact of adult neurogenesis on pattern separation within the dentate gyrus neural network	7
Quantifying harmony between direct and indirect pathways in the basal ganglia: healthy and Parkinsonian states	7
Resting state EEG delta-beta amplitude-amplitude coupling: a neural predictor of cortisol response under stress	7
Cross-modal alignment and fusion of EEG-visual based on mixed attention mechanism for emotion recognition	7
Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy	7
Brain potentials related to violent video clips	7
Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique	7
The dynamical behavior effects of different numbers of discrete memristive synaptic coupled neurons	7
Geometric characterization of dynamical structure for neural firing activities induced by inhibitory pulse	7

A memristor-based circuit design of avoidance learning with time delay and its application	7
A memristive synaptic circuit and optimization algorithm for synaptic control	7
Dynamic prediction of nonlinear waveform transitions in a thalamo-cortical neural network under a square sensory control	6
Decisional brain of lawyers at the workplace. A neurolaw pilot study	6
A computational network dynamical modeling for abnormal oscillation and deep brain stimulation control of obsessive–compulsive disorder	6
Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	6
Nonlinear dynamical modeling of neural activity using volterra series with GA-enhanced particle swarm optimization algorithm	6
A Basal Ganglia model for understanding working memory functions in healthy and Parkinson’s conditions	6
Towards a transparent and interpretable AI model for medical image classifications	6
Sonification of electronic dynamical systems: Spectral characteristics and sound evaluation using EEG features	6
Perceptual information processing in table tennis players: based on top-down hierarchical predictive coding	6
Complexity and non-predictability in neurodynamic: gender-specific EEG dynamics uncovered via hidden markov models	6
Regulation of dentate gyrus pattern separation by hilus ectopic granule cells	6
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals	6
Enhancement of the neural response during 40 Hz auditory entrainment in closed-eye state in human prefrontal region	6
Altered effective connectivity of the default mode network in juvenile myoclonic epilepsy	6
Memristive competitive hopfield neural network for image segmentation application	6
The mechanism of a 16-Week Baduanjin intervention in altering neural inhibition responses to food cues in healthy adults - an ERP study	6
Electroencephalographic oscillations of alpha and beta rhythms during phrase-guessing procedure	6
Deep-learning-optimized microstate network analysis for early Parkinson’s disease with mild cognitive impairment	6
Oscillatory biomarkers of autism: evidence from the innate visual fear evoking paradigm	6
Vocal tasks-based EEG and speech signal analysis in children with neurodevelopmental disorders: a multimodal investigation	6
4D attention-based neural network for EEG emotion recognition	6
Innovative augmentation techniques and optimized ANN model for imagined speech decoding in EEG-based BCI	6
Alternating chimera states and synchronization in multilayer neuronal networks with ephaptic intralayer coupling	6
Energy dependence of synchronization mode transitions in the delay-coupled FitzHugh-Nagumo system driven by chaotic activity	6
Dynamic modeling of astrocyte-neuron interactions under the influence of Aβ deposition	6
Category representation in primary visual cortex after visual perceptual learning	6
Data-driven natural computational psychophysiology in class	6
The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system	5
Research on hippocampal positioning and navigation model based on energy fields	5
EEGNet classification of sleep EEG for individual specialization based on data augmentation	5
An effective classification approach for EEG-based motor imagery tasks combined with attention mechanisms	5
Obstacle induced spiral waves in a multilayered Huber-Braun (HB) neuron model	5
Alternative muscle synergy patterns of upper limb amputees	5
Autism spectrum disorder recognition based on multi-view ensemble learning with multi-site fMRI	5
EEG-based emotion recognition using a temporal-difference minimizing neural network	5
Hybrid brain model accurately predict human procrastination behavior	5
Discrete memristive spiking neural networks: investigating information flow, synchronization, and emergent intelligence	5
C2DGCN: cross-connected distributive learning-enabled graph convolutional network for human emotion recognition using electroencephalography signal	5
Temporal spectral evolution of pre-stimulus brain activity in visual and visuomotor tasks	5
EEG-based classification of Alzheimer’s disease and frontotemporal dementia: a comprehensive analysis of discriminative features	5
Effect of adult-born immature granule cells on pattern separation in the hippocampal dentate gyrus	5
Linear modeling of brain activity during selective attention to continuous speech: the critical role of the N1 effect in event-related potentials to acoustic edges	5
Uncommon and common roles of inhibitory interneuron and autapse and their cooperations to induce or eliminate epileptiform firing of pyramidal neuron	5
Cross-subject mental workload recognition using bi-classifier domain adversarial learning	5
Computational modeling of attractor-based neural processes involved in the preparation of voluntary actions	5
Coherence resonance, parameter estimation and self-regulation in a thermalsensitive neuron	5
Rehabilitative game-based system for enhancing physical and cognitive abilities of neurological disorders	5
Multi-level cognitive state classification of learners using complex brain networks and interpretable machine learning	5
The design and implementation of multi-character classification scheme based on EEG signals of visual imagery	5
Effects of dendritic properties on the correlations in ionic channels emerging from firing rate homeostasis: a two-compartment modeling study	5
Stability analysis of fractional order memristor synapse-coupled hopfield neural network with ring structure	5
Total sleep deprivation impairs visual selective attention and triggers a compensatory effect: evidence from event-related potentials	5
Partial face visibility and facial cognition: event-related potential and eye tracking investigation	5
Computational framework of neuronal-astrocytic network within the basal ganglia-thalamic circuits associated with Parkinson’s disease	5
Selective corticocortical connectivity suppression during propofol-induced anesthesia in healthy volunteers	5
Temporal-spatial deciphering mental subtraction in the human brain	5
A systematic review of physiological signals based driver drowsiness detection systems	5
Fast-slow dynamics in a memristive ion channel-based bionic circuit	5
Dynamic analysis of FN–HR neural network coupled of bistable memristor and encryption application based on Fibonacci Q-Matrix	5
Speed is associated with polarization during subjective evaluation: no tradeoff, but an effect of the ease of processing	5
Reconstruction and application of multilayer brain network for juvenile myoclonic epilepsy based on link prediction	4
Hamilton energy balance and synchronization behaviors of two functional neurons	4
Happy mouth and fearful eyes: insights into emotional facial features from ERP	4
Modeling the grid cell activity based on cognitive space transformation	4
Synchronization of delayed coupled neurons with multiple synaptic connections	4
Neural oscillations predict flow experience	4
Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation	4
Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN	4
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data	4
CAGCNet: generalized contrastive learning for person identification based on channel aggregated EEG features	4
Visual image reconstructed without semantics from human brain activity using linear image decoders and nonlinear noise suppression	4
Invariants for neural automata	4
Semantic and syntactic processing of emojis in sentential intermediate positions	4
Effects of different frequencies of transcranial alternating current stimulation on emotion and emotion regulation	4
Mind–brain identity theory confirmed?	4
Novel EEG-based diagnostic framework for Major Depressive Disorder using microstate and entropy features	4
CrossFormerGAN: enhancing pedestrian trajectory prediction in autonomous driving through advanced attention mechanisms and transformer architectures	4
Multi-scale modeling to investigate the effects of transcranial magnetic stimulation on morphologically-realistic neuron with depression	4
Self-selected versus imposed running intensity and the acute effects on mood, cognition, and (a)periodic brain activity	4
Dynamic brain functional states associated with inhibition control under different altitudes	4
EEG-based schizophrenia detection: integrating discrete wavelet transform and deep learning	4
Correction to: Improved dynamic functional connectivity estimation with an alternating hidden Markov model	4
RETRACTED ARTICLE: Tissue-like P systems with comparative evaluation/communication rules to solve the nurse rostering problem at the medical center	4
A delayed matching task-based study on action sequence of motor imagery	4
Grid cell modules coordination improves accuracy and reliability for spatial navigation	4
The adjustment mechanism of the spike and wave discharges in thalamic neurons: a simulation analysis	4
Review of directional leads, stimulation patterns and programming strategies for deep brain stimulation	4
Aβ-mediated synaptic glutamate dynamics and calcium dynamics in astrocytes associated with Alzheimer’s disease	4
Excitatory synaptic integration mechanism of three types of granule cells in the dentate gyrus	4
EEG-based deception detection using weighted dual perspective visibility graph analysis	4
Complex spiking neural networks with synaptic time-delay based on anti-interference function	4
Conditional probabilistic-based domain adaptation for cross-subject EEG-based emotion recognition	4
EA–EEG: a novel model for efficient motor imagery EEG classification with whitening and multi-scale feature integration	4