Cognitive Neurodynamics

Article	Citations
An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions	109
The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study	88
Propofol modulates neural dynamics of thalamo-cortical system associated with anesthetic levels in rats	82
Musical tension is affected by metrical structure dynamically and hierarchically	77
Classification of stages in cervical cancer MRI by customized CNN and transfer learning	71
Towards a single parameter for the assessment of EEG oscillations	62
EEG based functional brain networks analysis in dyslexic children during arithmetic task	57
Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals	55
Non-decomposition method for event-triggered finite-time synchronization control of complex-valued memristive neural networks	51
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	43
Multilevel Inter-modal and Intra-modal Transformer network with domain adversarial learning for multimodal sleep staging	42
An effective encryption approach using a combination of a non-chain ring and a four-dimensional chaotic map	40
Dynamics and synchronization control of fractional conformable neuron system	39
Classification for Alzheimer's disease and frontotemporal dementia via resting-state electroencephalography-based coherence and convolutional neural network	39
A user-friendly BCI encoding by high frequency single-frequency-SDMA SSaVEF using MEG	39
A multilayer deep neural network framework for hemodynamic assessment of cognitive load management during problem-solving tasks	39
RETRACTED ARTICLE: Edge intelligence-based public health influenza pandemic risk prediction	38
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	37
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network	31
DRF-DRC: dynamic receptive field and dense residual connections for model compression	30
Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?	28
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	28
Cerebral tissue oximeter suitable for real-time regional oxygen saturation monitoring in multiple clinical settings	27
Spectral resonance in Fitzhugh–Nagumo neuron system: relation with stochastic resonance and its role in EMG signal characterization	27
Perceived danger associated with a property modulates cross category generalization	25

A novel paradigm for observational learning in rats	25
Topology identification and dynamical pattern recognition for Hindmarsh–Rose neuron model via deterministic learning	25
Machine to brain: facial expression recognition using brain machine generative adversarial networks	25
EEG microstate biomarkers for schizophrenia: a novel approach using deep neural networks	25
Seizure onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal electrocorticogram	24
Investigating the impact of hearing loss on attentional networks among older individuals: an event-related potential study	24
Neurobiological effects of exercise intervention for premenstrual syndrome	24
Shap-driven explainable AI with simulated annealing for optimized seizure detection using multichannel EEG signal	24
Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease	24
Attaining the recesses of the cognitive space	23
Attenuated heterogeneity of hippocampal neuron subsets in response to novelty induced by amyloid-β	23
The time-varying networks of the wrist extension in post-stroke hemiplegic patients	23
The role of beta band phase resetting in audio-visual temporal order judgment	22
Neurofusionnet: a comprehensive framework for accurate epileptic seizure prediction from EEG data with hybrid meta-heuristic optimization algorithm	22
Multiresolution directed transfer function approach for segment-wise seizure classification of epileptic EEG signal	22
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	22
Random fluctuations and synaptic plasticity enhance working memory activities in the neuron–astrocyte network	22
Reducing calibration efforts of SSVEP-BCIs by shallow fine-tuning-based transfer learning	22
Neurodynamic evidence reveals identity top-down influences emotional contagion of race	21
Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model	21
Dynamic estimation of probability density using quantum neural network based on simple harmonic oscillator perturbed by an electric field	21
Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events	20
Graph theoretical brain connectivity measures to investigate neural correlates of music rhythms associated with fear and anger	20
Stability and synchronization for complex-valued neural networks with stochastic parameters and mixed time delays	19
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	19
Respiratory modulation of beta corticomuscular coherence in isometric hand movements	19
Linear mixed-effect models for correlated response to process electroencephalogram recordings	19
Monitoring nap deprivation-induced fatigue using fNIRS and deep learning	18
Cross-subject aesthetic preference recognition of Chinese dance posture using EEG	18
Gamma rhythms in the visual cortex: functions and mechanisms	18
Involvement of prelimbic cortex neurons and related circuits in the acquisition of a cooperative learning by pairs of rats	18
Generalizable epileptic seizures prediction based on deep transfer learning	18
Stability of synchronization manifolds and its nonlinear behaviour in memristive coupled discrete neuron model	17
Cortex level connectivity between ACT-R modules during EEG-based n-back task	17
Three-dimensional memristive Morris–Lecar model with magnetic induction effects and its FPGA implementation	17
Discrete analogue of impulsive recurrent neural networks with both discrete and finite distributive asynchronous time-varying delays	17
Predicting the temporal-dynamic trajectories of cortical neuronal responses in non-human primates based on deep spiking neural network	16
Spike Sorting of Non-Stationary Data in Successive Intervals Based on Dirichlet Process Mixtures	16
Imperfect chimera and synchronization in a hybrid adaptive conductance based exponential integrate and fire neuron model	15
Isolation of subjectively reported sleepiness and objectively measured vigilance during sleep deprivation: a resting-state fMRI study	15
Investigation of frequency components embedded in EEG recordings underlying neuronal mechanism of cognitive control and attentional functions	15
A spatial transformation-based CAN model for information integration within grid cell modules	15
Unraveling the functional complexity of the locus coeruleus-norepinephrine system: insights from molecular anatomy to neurodynamic modeling	15
The length and the width of the human brain circuit connections are strongly correlated	14
Break-up and recovery of harmony between direct and indirect pathways in the basal ganglia: Huntington’s disease and treatment	14
Cross-module switching diversity of brain network nodes in resting and cognitive states	14
Visual surround suppression at the neural and perceptual levels	14
Resting-state EEG gamma power predicts immediate and delayed recall in healthy adults	14
Affective EEG-based cross-session person identification using hierarchical graph embedding	14
Dynamics of structured complex-valued Hopfield neural networks	14

Extraction of discriminative features from EEG signals of dyslexic children; before and after the treatment	13
Aberrant temporal correlations of ongoing oscillations in disorders of consciousness on multiple time scales	13
Dynamic networks of P300-related process	13
SST-CRAM: spatial-spectral-temporal based convolutional recurrent neural network with lightweight attention mechanism for EEG emotion recognition	13
Task demand modulates the effects of reward learning on emotional stimuli	13
Controlling Alzheimer’s disease by deep brain stimulation based on a data-driven cortical network model	13
Implementation of memristive emotion associative learning circuit	13
A discrete Huber-Braun neuron model: from nodal properties to network performance	12
Controllability in attention deficit hyperactivity disorder brains	12
Multistability and synchronization of fractional-order memristor-coupled tabu learning neurons model	12
Exploring recurrence quantification analysis and fractal dimension algorithms for diagnosis of encephalopathy	12
AI-driven early diagnosis of specific mental disorders: a comprehensive study	12
Striatum is the potential target for treating absence epilepsy: a theoretical evidence	11
Dynamic analysis of multi-spiral chaotic inertia model with a cyclic configuration involving four homogeneous HNN cells: stability analysis, analog and digital verifications	11
EEG decoding for effects of visual joint attention training on ASD patients with interpretable and lightweight convolutional neural network	11
Executive function elevated by long term high-intensity physical activity and the regulation role of beta-band activity in human frontal region	11
A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT	11
DMPat-based SOXFE: investigations of the violence detection using EEG signals	11
Electromagnetic induction effects on electrical activity within a memristive Wilson neuron model	11
Exploration of interictal to ictal transition in epileptic seizures using a neural mass model	11
Time–frequency–space transformer EEG decoding for spinal cord injury	11
Assessment of impaired consciousness using EEG-based connectivity features and convolutional neural networks	11
Memristive leaky integrate-and-fire neuron and learnable straight-through estimator in spiking neural networks	11
Multiscale entropy of ADHD children during resting state condition	10
Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes	10
BCI system with lower-limb robot improves rehabilitation in spinal cord injury patients through short-term training: a pilot study	10
Visual statistical learning based on a coupled shape-position recurrent neural network model	10
Functional connectivity of EEG motor rhythms after spinal cord injury	10
Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model	10
Memristive neural network circuit implementation of associative learning with overshadowing and blocking	10
The neuronal and synaptic dynamics underlying post-inhibitory rebound burst related to major depressive disorder in the lateral habenula neuron model	10
Population and individual firing behaviors in sparsely synchronized rhythms in the hippocampal dentate gyrus	10
A neurorobotics approach to behaviour selection based on human activity recognition	9
Clearance mechanisms of the glymphatic/lymphatic system in the brain: new therapeutic perspectives for cognitive impairment	9
Synchronization and oscillation behaviors of excitatory and inhibitory populations with spike-timing-dependent plasticity	9
Effects of high-order interactions on synchronization of a fractional-order neural system	9
Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition	9
The role of extracellular glutamate homeostasis dysregulated by astrocyte in epileptic discharges: a model evidence	9
Epileptic seizure focus detection from interictal electroencephalogram: a survey	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
Estimating brain effective connectivity from EEG signals of patients with autism disorder and healthy individuals by reducing volume conduction effect	9
Multiscale information interaction at local frequency band in functional corticomuscular coupling	9
Mechanisms underlying EEG power changes during wakefulness in insomnia patients: a model-driven study	8
The influence of hyperpolarization-activated cation current on conduction delay and failure of action potentials along axon related to abnormal functions	8
Quantifying harmony between direct and indirect pathways in the basal ganglia: healthy and Parkinsonian states	8
Sg-snn: a self-organizing spiking neural network based on temporal information	8
Enhanced brain network flexibility by physical exercise in female methamphetamine users	8
Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique	8
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	8
The dynamic impact of adult neurogenesis on pattern separation within the dentate gyrus neural network	8
Analysis of complexity and dynamic functional connectivity based on resting-state EEG in early Parkinson’s disease patients with mild cognitive impairment	8
The dynamical behavior effects of different numbers of discrete memristive synaptic coupled neurons	8
Correction to: Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	8
Graph-based feature learning methods for subject-dependent and subject-independent motor imagery EEG decoding	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
Effectual seizure detection using MBBF-GPSO with CNN network	8
Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition	8
Dynamic functional connectivity correlates of mental workload	8
Brain potentials related to violent video clips	8
New exploration on bifurcation for fractional-order quaternion-valued neural networks involving leakage delays	8
Effects of double delays on bifurcation for a fractional-order neural network	7
People see what they want to see: an EEG study	7
Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy	7
Dynamic modeling of astrocyte-neuron interactions under the influence of Aβ deposition	7
Electroencephalographic oscillations of alpha and beta rhythms during phrase-guessing procedure	7
4D attention-based neural network for EEG emotion recognition	7
A computational network dynamical modeling for abnormal oscillation and deep brain stimulation control of obsessive–compulsive disorder	7
Neurophysiological and other features of working memory in older adults at risk for dementia	7
Nonlinear dynamical modeling of neural activity using volterra series with GA-enhanced particle swarm optimization algorithm	7
Multiple generalized stability of nonlinear delayed systems subject to impulsive disturbance	7
Diagnosis of neurodegenerative diseases with a refined Lempel–Ziv complexity	7
Vocal tasks-based EEG and speech signal analysis in children with neurodevelopmental disorders: a multimodal investigation	7
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals	7
Resting state EEG delta-beta amplitude-amplitude coupling: a neural predictor of cortisol response under stress	7
The mechanism of a 16-Week Baduanjin intervention in altering neural inhibition responses to food cues in healthy adults - an ERP study	7
Alternating chimera states and synchronization in multilayer neuronal networks with ephaptic intralayer coupling	7
Geometric characterization of dynamical structure for neural firing activities induced by inhibitory pulse	7
A model description of beta oscillations in the external globus pallidus	7
Accelerating drug repurposing for COVID-19 treatment by modeling mechanisms of action using cell image features and machine learning	7
A memristive synaptic circuit and optimization algorithm for synaptic control	7

A memristor-based circuit design of avoidance learning with time delay and its application	7
Enhancement of the neural response during 40 Hz auditory entrainment in closed-eye state in human prefrontal region	7
Effect of adult-born immature granule cells on pattern separation in the hippocampal dentate gyrus	6
Partial face visibility and facial cognition: event-related potential and eye tracking investigation	6
Category representation in primary visual cortex after visual perceptual learning	6
Dynamic prediction of nonlinear waveform transitions in a thalamo-cortical neural network under a square sensory control	6
Sonification of electronic dynamical systems: Spectral characteristics and sound evaluation using EEG features	6
Stability analysis of fractional order memristor synapse-coupled hopfield neural network with ring structure	6
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	6
A Basal Ganglia model for understanding working memory functions in healthy and Parkinson’s conditions	6
Altered effective connectivity of the default mode network in juvenile myoclonic epilepsy	6
Regulation of dentate gyrus pattern separation by hilus ectopic granule cells	6
Memristive competitive hopfield neural network for image segmentation application	6
Data-driven natural computational psychophysiology in class	6
Detecting synaptic connections in neural systems using compressive sensing	6
Decisional brain of lawyers at the workplace. A neurolaw pilot study	6
Uncommon and common roles of inhibitory interneuron and autapse and their cooperations to induce or eliminate epileptiform firing of pyramidal neuron	6
Selective corticocortical connectivity suppression during propofol-induced anesthesia in healthy volunteers	5
Perceptual information processing in table tennis players: based on top-down hierarchical predictive coding	5
Effects of dendritic properties on the correlations in ionic channels emerging from firing rate homeostasis: a two-compartment modeling study	5
Total sleep deprivation impairs visual selective attention and triggers a compensatory effect: evidence from event-related potentials	5
An effective classification approach for EEG-based motor imagery tasks combined with attention mechanisms	5
Cross-subject mental workload recognition using bi-classifier domain adversarial learning	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
Speed is associated with polarization during subjective evaluation: no tradeoff, but an effect of the ease of processing	5
EEGNet classification of sleep EEG for individual specialization based on data augmentation	5
Hybrid brain model accurately predict human procrastination behavior	5
Energy dependence of synchronization mode transitions in the delay-coupled FitzHugh-Nagumo system driven by chaotic activity	5
Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	5
Complexity and non-predictability in neurodynamic: gender-specific EEG dynamics uncovered via hidden markov models	5
The design and implementation of multi-character classification scheme based on EEG signals of visual imagery	5
Computational modeling of attractor-based neural processes involved in the preparation of voluntary actions	5
EEG-based emotion recognition using a temporal-difference minimizing neural network	5
EEG-based classification of Alzheimer’s disease and frontotemporal dementia: a comprehensive analysis of discriminative features	5
Computational framework of neuronal-astrocytic network within the basal ganglia-thalamic circuits associated with Parkinson’s disease	5
Oscillatory biomarkers of autism: evidence from the innate visual fear evoking paradigm	5
Temporal spectral evolution of pre-stimulus brain activity in visual and visuomotor tasks	5
Deep-learning-optimized microstate network analysis for early Parkinson’s disease with mild cognitive impairment	5
Obstacle induced spiral waves in a multilayered Huber-Braun (HB) neuron model	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
Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN	4
An evaluation of inter-brain EEG coupling methods in hyperscanning studies	4
EEG-based schizophrenia detection: integrating discrete wavelet transform and deep learning	4
The age of onset and cognitive impairment at the early stage of schizophrenia	4
A systematic review of physiological signals based driver drowsiness detection systems	4
Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal	4
An ensemble approach for healthcare application and diagnosis using natural language processing	4
Correction to: Improved dynamic functional connectivity estimation with an alternating hidden Markov model	4
Visual image reconstructed without semantics from human brain activity using linear image decoders and nonlinear noise suppression	4
Multi-scale modeling to investigate the effects of transcranial magnetic stimulation on morphologically-realistic neuron with depression	4
Coherence resonance, parameter estimation and self-regulation in a thermalsensitive neuron	4
Effect of time windows in LSTM networks for EEG-based BCIs	4
Diurnal rhythm regulates the frequency of carbachol-induced beta oscillation via inhibitory neural system in rat hippocampus	4
Complex dynamics of hair bundle of auditory nervous system (II): forced oscillations related to two cases of steady state	4
Conditional probabilistic-based domain adaptation for cross-subject EEG-based emotion recognition	4
Alpha band modulation caused by selective attention to music enables EEG classification	4
A delayed matching task-based study on action sequence of motor imagery	4
Recognition of autism spectrum disorder in children based on electroencephalogram network topology	4
CrossFormerGAN: enhancing pedestrian trajectory prediction in autonomous driving through advanced attention mechanisms and transformer architectures	4
Memristor-coupled dual-neuron mapping model: initials-induced coexisting firing patterns and synchronization activities	4
Alterations of synaptic plasticity and brain oscillation are associated with autophagy induced synaptic pruning during adolescence	4
Research progress of epileptic seizure prediction methods based on EEG	4
Hamilton energy balance and synchronization behaviors of two functional neurons	4
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data	4
Reconstruction and application of multilayer brain network for juvenile myoclonic epilepsy based on link prediction	4
RETRACTED ARTICLE: Tissue-like P systems with comparative evaluation/communication rules to solve the nurse rostering problem at the medical center	4
Topographic differences in EEG microstates: distinguishing juvenile myoclonic epilepsy from frontal lobe epilepsy	4
Synchronization of delayed coupled neurons with multiple synaptic connections	4
The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system	4
Convolutional autoencoder-based deep learning for intracerebral hemorrhage classification using brain CT images	4
A novel adaptive lightweight multimodal efficient feature inference network ALME-FIN for EEG emotion recognition	4
Novel EEG-based diagnostic framework for Major Depressive Disorder using microstate and entropy features	4
Cognition enhancing abilities of vitamin D, epalrestat and their combination in diabetic rats with and without scopolamine induced amnesia	4
Semantic and syntactic processing of emojis in sentential intermediate positions	4
Correction to: Bacomics: a comprehensive cross area originating in the studies of various brain–apparatus conversations	4
Assessing residual motor function in patients with disorders of consciousness by brain network properties of task-state EEG	4
Formation of cognitive maps in large-scale environments by sensorimotor integration	4
Self-selected versus imposed running intensity and the acute effects on mood, cognition, and (a)periodic brain activity	4
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals	4
EA–EEG: a novel model for efficient motor imagery EEG classification with whitening and multi-scale feature integration	4
Neural oscillations predict flow experience	4
Fast-slow dynamics in a memristive ion channel-based bionic circuit	4
Dynamic brain functional states associated with inhibition control under different altitudes	4
Effect of steady-state response versus excitatory/inhibitory balance on spiking synchronization in neural networks with log-normal synaptic weight distribution	4
Excitatory synaptic integration mechanism of three types of granule cells in the dentate gyrus	4
Dynamic analysis of FN–HR neural network coupled of bistable memristor and encryption application based on Fibonacci Q-Matrix	4
A novel noninvasive brain–computer interface by imagining isometric force levels	4
EEG-based deception detection using weighted dual perspective visibility graph analysis	4
Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation	4
Review of directional leads, stimulation patterns and programming strategies for deep brain stimulation	4
Temporal-spatial deciphering mental subtraction in the human brain	4
Complex spiking neural networks with synaptic time-delay based on anti-interference function	4
Invariants for neural automata	4