Cognitive Neurodynamics

Article	Citations
An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions	104
The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study	85
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	70
Classification of stages in cervical cancer MRI by customized CNN and transfer learning	69
Towards a single parameter for the assessment of EEG oscillations	61
Non-decomposition method for event-triggered finite-time synchronization control of complex-valued memristive neural networks	57
Classification for Alzheimer's disease and frontotemporal dementia via resting-state electroencephalography-based coherence and convolutional neural network	55
EEG based functional brain networks analysis in dyslexic children during arithmetic task	50
Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals	42
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	40
Multilevel Inter-modal and Intra-modal Transformer network with domain adversarial learning for multimodal sleep staging	39
An effective encryption approach using a combination of a non-chain ring and a four-dimensional chaotic map	38
A user-friendly BCI encoding by high frequency single-frequency-SDMA SSaVEF using MEG	38
Dynamics and synchronization control of fractional conformable neuron system	37
A multilayer deep neural network framework for hemodynamic assessment of cognitive load management during problem-solving tasks	37
RETRACTED ARTICLE: Edge intelligence-based public health influenza pandemic risk prediction	37
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	36
DRF-DRC: dynamic receptive field and dense residual connections for model compression	30
Seizure onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal electrocorticogram	30
Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?	28
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network	28
Neurobiological effects of exercise intervention for premenstrual syndrome	26
Cerebral tissue oximeter suitable for real-time regional oxygen saturation monitoring in multiple clinical settings	25
Spectral resonance in Fitzhugh–Nagumo neuron system: relation with stochastic resonance and its role in EMG signal characterization	25

A novel paradigm for observational learning in rats	24
Machine to brain: facial expression recognition using brain machine generative adversarial networks	24
Perceived danger associated with a property modulates cross category generalization	24
EEG microstate biomarkers for schizophrenia: a novel approach using deep neural networks	23
Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease	23
Topology identification and dynamical pattern recognition for Hindmarsh–Rose neuron model via deterministic learning	23
Shap-driven explainable AI with simulated annealing for optimized seizure detection using multichannel EEG signal	23
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	23
The role of beta band phase resetting in audio-visual temporal order judgment	22
Attenuated heterogeneity of hippocampal neuron subsets in response to novelty induced by amyloid-β	22
Attaining the recesses of the cognitive space	22
The time-varying networks of the wrist extension in post-stroke hemiplegic patients	22
Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model	22
Investigating the impact of hearing loss on attentional networks among older individuals: an event-related potential study	22
Neurofusionnet: a comprehensive framework for accurate epileptic seizure prediction from EEG data with hybrid meta-heuristic optimization algorithm	21
Multiresolution directed transfer function approach for segment-wise seizure classification of epileptic EEG signal	21
Random fluctuations and synaptic plasticity enhance working memory activities in the neuron–astrocyte network	21
Reducing calibration efforts of SSVEP-BCIs by shallow fine-tuning-based transfer learning	20
Graph theoretical brain connectivity measures to investigate neural correlates of music rhythms associated with fear and anger	20
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	20
Linear mixed-effect models for correlated response to process electroencephalogram recordings	19
How glutamatergic synapse loss affects the firing rhythm of DG-CA3 model related with Alzheimer’s disease	19
Stability and synchronization for complex-valued neural networks with stochastic parameters and mixed time delays	19
Stability of synchronization manifolds and its nonlinear behaviour in memristive coupled discrete neuron model	19
Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events	19
Respiratory modulation of beta corticomuscular coherence in isometric hand movements	18
Monitoring nap deprivation-induced fatigue using fNIRS and deep learning	18
Discrete analogue of impulsive recurrent neural networks with both discrete and finite distributive asynchronous time-varying delays	18
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	17
Cross-subject aesthetic preference recognition of Chinese dance posture using EEG	17
Generalizable epileptic seizures prediction based on deep transfer learning	17
Involvement of prelimbic cortex neurons and related circuits in the acquisition of a cooperative learning by pairs of rats	17
Preparatory delta phase response is correlated with naturalistic speech comprehension performance	16
Three-dimensional memristive Morris–Lecar model with magnetic induction effects and its FPGA implementation	16
Gamma rhythms in the visual cortex: functions and mechanisms	16
Spike Sorting of Non-Stationary Data in Successive Intervals Based on Dirichlet Process Mixtures	15
Unraveling the functional complexity of the locus coeruleus-norepinephrine system: insights from molecular anatomy to neurodynamic modeling	15
Visual surround suppression at the neural and perceptual levels	15
Predicting the temporal-dynamic trajectories of cortical neuronal responses in non-human primates based on deep spiking neural network	15
Cortex level connectivity between ACT-R modules during EEG-based n-back task	15
Isolation of subjectively reported sleepiness and objectively measured vigilance during sleep deprivation: a resting-state fMRI study	14
Investigation of frequency components embedded in EEG recordings underlying neuronal mechanism of cognitive control and attentional functions	14
Cross-module switching diversity of brain network nodes in resting and cognitive states	14
Imperfect chimera and synchronization in a hybrid adaptive conductance based exponential integrate and fire neuron model	14
Break-up and recovery of harmony between direct and indirect pathways in the basal ganglia: Huntington’s disease and treatment	14
A spatial transformation-based CAN model for information integration within grid cell modules	14
The length and the width of the human brain circuit connections are strongly correlated	14
Dynamic networks of P300-related process	13
Dynamics of structured complex-valued Hopfield neural networks	13
A new biological central pattern generator model and its relationship with the motor units	13

Extraction of discriminative features from EEG signals of dyslexic children; before and after the treatment	13
Task demand modulates the effects of reward learning on emotional stimuli	13
Affective EEG-based cross-session person identification using hierarchical graph embedding	13
Controlling Alzheimer’s disease by deep brain stimulation based on a data-driven cortical network model	12
Striatum is the potential target for treating absence epilepsy: a theoretical evidence	12
SST-CRAM: spatial-spectral-temporal based convolutional recurrent neural network with lightweight attention mechanism for EEG emotion recognition	12
Aberrant temporal correlations of ongoing oscillations in disorders of consciousness on multiple time scales	12
Implementation of memristive emotion associative learning circuit	12
A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT	11
A discrete Huber-Braun neuron model: from nodal properties to network performance	11
Controllability in attention deficit hyperactivity disorder brains	11
Multistability and synchronization of fractional-order memristor-coupled tabu learning neurons model	11
Executive function elevated by long term high-intensity physical activity and the regulation role of beta-band activity in human frontal region	11
Exploring recurrence quantification analysis and fractal dimension algorithms for diagnosis of encephalopathy	11
Functional connectivity of EEG motor rhythms after spinal cord injury	11
Electromagnetic induction effects on electrical activity within a memristive Wilson neuron model	11
AI-driven early diagnosis of specific mental disorders: a comprehensive study	11
Exploration of interictal to ictal transition in epileptic seizures using a neural mass model	10
Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes	10
Visual statistical learning based on a coupled shape-position recurrent neural network 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
Memristive neural network circuit implementation of associative learning with overshadowing and blocking	10
BCI system with lower-limb robot improves rehabilitation in spinal cord injury patients through short-term training: a pilot study	10
Time–frequency–space transformer EEG decoding for spinal cord injury	10
The neuronal and synaptic dynamics underlying post-inhibitory rebound burst related to major depressive disorder in the lateral habenula neuron model	10
Multiscale entropy of ADHD children during resting state condition	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
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
Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model	9
Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition	9
Multiscale information interaction at local frequency band in functional corticomuscular coupling	9
Population and individual firing behaviors in sparsely synchronized rhythms in the hippocampal dentate gyrus	9
Mechanisms underlying EEG power changes during wakefulness in insomnia patients: a model-driven study	9
Estimating brain effective connectivity from EEG signals of patients with autism disorder and healthy individuals by reducing volume conduction effect	9
A neurorobotics approach to behaviour selection based on human activity recognition	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
Epileptic seizure focus detection from interictal electroencephalogram: a survey	9
The role of extracellular glutamate homeostasis dysregulated by astrocyte in epileptic discharges: a model evidence	8
Effects of high-order interactions on synchronization of a fractional-order neural system	8
A model description of beta oscillations in the external globus pallidus	8
Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique	8
The dynamic impact of adult neurogenesis on pattern separation within the dentate gyrus neural network	8
Synchronization and oscillation behaviors of excitatory and inhibitory populations with spike-timing-dependent plasticity	8
New exploration on bifurcation for fractional-order quaternion-valued neural networks involving leakage delays	8
The influence of hyperpolarization-activated cation current on conduction delay and failure of action potentials along axon related to abnormal functions	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
Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition	8
Clearance mechanisms of the glymphatic/lymphatic system in the brain: new therapeutic perspectives for cognitive impairment	8
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	8
Correction to: Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	8
Brain potentials related to violent video clips	8
Dynamic functional connectivity correlates of mental workload	8
Enhanced brain network flexibility by physical exercise in female methamphetamine users	8
People see what they want to see: an EEG study	7
Effectual seizure detection using MBBF-GPSO with CNN network	7
Quantifying harmony between direct and indirect pathways in the basal ganglia: healthy and Parkinsonian states	7
Nonlinear dynamical modeling of neural activity using volterra series with GA-enhanced particle swarm optimization algorithm	7
Neurophysiological and other features of working memory in older adults at risk for dementia	7
Resting state EEG delta-beta amplitude-amplitude coupling: a neural predictor of cortisol response under stress	7
Enhancement of the neural response during 40 Hz auditory entrainment in closed-eye state in human prefrontal region	7
The dynamical behavior effects of different numbers of discrete memristive synaptic coupled neurons	7
Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy	7
Geometric characterization of dynamical structure for neural firing activities induced by inhibitory pulse	7
Effects of double delays on bifurcation for a fractional-order neural network	7
Dynamic modeling of astrocyte-neuron interactions under the influence of Aβ deposition	7
A computational network dynamical modeling for abnormal oscillation and deep brain stimulation control of obsessive–compulsive disorder	7
Sg-snn: a self-organizing spiking neural network based on temporal information	7
Analysis of complexity and dynamic functional connectivity based on resting-state EEG in early Parkinson’s disease patients with mild cognitive impairment	7
Diagnosis of neurodegenerative diseases with a refined Lempel–Ziv complexity	7
Alternating chimera states and synchronization in multilayer neuronal networks with ephaptic intralayer coupling	7
Multiple generalized stability of nonlinear delayed systems subject to impulsive disturbance	7
Accelerating drug repurposing for COVID-19 treatment by modeling mechanisms of action using cell image features and machine learning	7
A memristor-based circuit design of avoidance learning with time delay and its application	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
Effect of adult-born immature granule cells on pattern separation in the hippocampal dentate gyrus	6
Vocal tasks-based EEG and speech signal analysis in children with neurodevelopmental disorders: a multimodal investigation	6
Electroencephalographic oscillations of alpha and beta rhythms during phrase-guessing procedure	6

Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals	6
Detecting synaptic connections in neural systems using compressive sensing	6
Sonification of electronic dynamical systems: Spectral characteristics and sound evaluation using EEG features	6
Partial face visibility and facial cognition: event-related potential and eye tracking investigation	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
The mechanism of a 16-Week Baduanjin intervention in altering neural inhibition responses to food cues in healthy adults - an ERP study	6
A Basal Ganglia model for understanding working memory functions in healthy and Parkinson’s conditions	6
A memristive synaptic circuit and optimization algorithm for synaptic control	6
Decisional brain of lawyers at the workplace. A neurolaw pilot study	6
Perceptual information processing in table tennis players: based on top-down hierarchical predictive coding	6
The interplay between respectfulness and lexical-semantic in reading Chinese: evidence from ERPs	6
Dynamic prediction of nonlinear waveform transitions in a thalamo-cortical neural network under a square sensory control	6
Category representation in primary visual cortex after visual perceptual learning	6
4D attention-based neural network for EEG emotion recognition	6
Complexity and non-predictability in neurodynamic: gender-specific EEG dynamics uncovered via hidden markov models	5
Data-driven natural computational psychophysiology in class	5
Stability analysis of fractional order memristor synapse-coupled hopfield neural network with ring structure	5
Obstacle induced spiral waves in a multilayered Huber-Braun (HB) neuron model	5
Astrocytic modulation on neuronal electric mode selection induced by magnetic field effect	5
Uncommon and common roles of inhibitory interneuron and autapse and their cooperations to induce or eliminate epileptiform firing of pyramidal neuron	5
EEG-based classification of Alzheimer’s disease and frontotemporal dementia: a comprehensive analysis of discriminative features	5
Total sleep deprivation impairs visual selective attention and triggers a compensatory effect: evidence from event-related potentials	5
Cross-subject mental workload recognition using bi-classifier domain adversarial learning	5
Deep-learning-optimized microstate network analysis for early Parkinson’s disease with mild cognitive impairment	5
Memristive competitive hopfield neural network for image segmentation application	5
Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	5
Energy dependence of synchronization mode transitions in the delay-coupled FitzHugh-Nagumo system driven by chaotic activity	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
Oscillatory biomarkers of autism: evidence from the innate visual fear evoking paradigm	5
Correction to: Improved dynamic functional connectivity estimation with an alternating hidden Markov model	4
Effect of time windows in LSTM networks for EEG-based BCIs	4
EEG-based schizophrenia detection: integrating discrete wavelet transform and deep learning	4
Coherence resonance, parameter estimation and self-regulation in a thermalsensitive neuron	4
Correction to: Bacomics: a comprehensive cross area originating in the studies of various brain–apparatus conversations	4
The design and implementation of multi-character classification scheme based on EEG signals of visual imagery	4
Memristor-coupled dual-neuron mapping model: initials-induced coexisting firing patterns and synchronization activities	4
Dynamic analysis of FN–HR neural network coupled of bistable memristor and encryption application based on Fibonacci Q-Matrix	4
Computational framework of neuronal-astrocytic network within the basal ganglia-thalamic circuits associated with Parkinson’s disease	4
Formation of cognitive maps in large-scale environments by sensorimotor integration	4
The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system	4
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals	4
Computational modeling of attractor-based neural processes involved in the preparation of voluntary actions	4
Temporal-spatial deciphering mental subtraction in the human brain	4
Neural oscillations predict flow experience	4
Topographic differences in EEG microstates: distinguishing juvenile myoclonic epilepsy from frontal lobe epilepsy	4
Excitatory synaptic integration mechanism of three types of granule cells in the dentate gyrus	4
Reconstruction and application of multilayer brain network for juvenile myoclonic epilepsy based on link prediction	4
Dynamic brain functional states associated with inhibition control under different altitudes	4
Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal	4
Fast-slow dynamics in a memristive ion channel-based bionic circuit	4
A novel adaptive lightweight multimodal efficient feature inference network ALME-FIN for EEG emotion recognition	4
An ensemble approach for healthcare application and diagnosis using natural language processing	4
Invariants for neural automata	4
Alternative muscle synergy patterns of upper limb amputees	4
Recognition of autism spectrum disorder in children based on electroencephalogram network topology	4
Speed is associated with polarization during subjective evaluation: no tradeoff, but an effect of the ease of processing	4
Effects of dendritic properties on the correlations in ionic channels emerging from firing rate homeostasis: a two-compartment modeling study	4
A novel noninvasive brain–computer interface by imagining isometric force levels	4
Multi-level cognitive state classification of learners using complex brain networks and interpretable machine learning	4
Hamilton energy balance and synchronization behaviors of two functional neurons	4
Alpha band modulation caused by selective attention to music enables EEG classification	4
Effect of steady-state response versus excitatory/inhibitory balance on spiking synchronization in neural networks with log-normal synaptic weight distribution	4
Complex dynamics of hair bundle of auditory nervous system (II): forced oscillations related to two cases of steady state	4
Visual image reconstructed without semantics from human brain activity using linear image decoders and nonlinear noise suppression	4
RETRACTED ARTICLE: Tissue-like P systems with comparative evaluation/communication rules to solve the nurse rostering problem at the medical center	4
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data	4
EA–EEG: a novel model for efficient motor imagery EEG classification with whitening and multi-scale feature integration	4
Diurnal rhythm regulates the frequency of carbachol-induced beta oscillation via inhibitory neural system in rat hippocampus	4
The age of onset and cognitive impairment at the early stage of schizophrenia	4
Convolutional autoencoder-based deep learning for intracerebral hemorrhage classification using brain CT images	4
EEG-based emotion recognition using a temporal-difference minimizing neural network	4
Alterations of synaptic plasticity and brain oscillation are associated with autophagy induced synaptic pruning during adolescence	4
Selective corticocortical connectivity suppression during propofol-induced anesthesia in healthy volunteers	4
An evaluation of inter-brain EEG coupling methods in hyperscanning studies	4
Temporal spectral evolution of pre-stimulus brain activity in visual and visuomotor tasks	4
Hybrid brain model accurately predict human procrastination behavior	4
Research progress of epileptic seizure prediction methods based on EEG	4
Rehabilitative game-based system for enhancing physical and cognitive abilities of neurological disorders	4
Cognition enhancing abilities of vitamin D, epalrestat and their combination in diabetic rats with and without scopolamine induced amnesia	4
Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation	4
A systematic review of physiological signals based driver drowsiness detection systems	4
Multi-scale modeling to investigate the effects of transcranial magnetic stimulation on morphologically-realistic neuron with depression	4
Autism spectrum disorder recognition based on multi-view ensemble learning with multi-site fMRI	4
Synchronization of delayed coupled neurons with multiple synaptic connections	4
Culture and gender modulate dlPFC integration in the emotional brain: evidence from dynamic causal modeling	3
EEG-based functional connectivity for tactile roughness discrimination	3
A novel classification method for EEG-based motor imagery with narrow band spatial filters and deep convolutional neural network	3
An adaptive mechanism of improved heuristic algorithm and multiscale feature integration with residual GRU for emotion with mental health recognition	3
Innovative Poincare’s plot asymmetry descriptors for EEG emotion recognition	3
Vagus nerve electrical stimulation in the recovery of upper limb motor functional impairment after ischemic stroke	3
Categorizing objects from MEG signals using EEGNet	3
Shared surname enhances our preference to famous people: multimodal EEG evidence	3
A fuzzy based computational model to analyze the influence of mitochondria, buffer, and ER fluxes on cytosolic calcium distribution in neuron cells	3
Multimodal cortico-cortical associations induced by fear and sensory conditioning in the guinea pig	3