Cognitive Neurodynamics

Article	Citations
Correction to: Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface	98
Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals	82
Propofol modulates neural dynamics of thalamo-cortical system associated with anesthetic levels in rats	76
Towards a single parameter for the assessment of EEG oscillations	60
An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions	56
Musical tension is affected by metrical structure dynamically and hierarchically	55
The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study	54
Dynamics and synchronization control of fractional conformable neuron system	50
EEG based functional brain networks analysis in dyslexic children during arithmetic task	49
Multilevel Inter-modal and Intra-modal Transformer network with domain adversarial learning for multimodal sleep staging	49
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	40
Classification for Alzheimer's disease and frontotemporal dementia via resting-state electroencephalography-based coherence and convolutional neural network	38
Classification of stages in cervical cancer MRI by customized CNN and transfer learning	38
An effective encryption approach using a combination of a non-chain ring and a four-dimensional chaotic map	37
Perceived danger associated with a property modulates cross category generalization	36
RETRACTED ARTICLE: Edge intelligence-based public health influenza pandemic risk prediction	33
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	32
Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?	32
Neurobiological effects of exercise intervention for premenstrual syndrome	31
DRF-DRC: dynamic receptive field and dense residual connections for model compression	30
Spectral resonance in Fitzhugh–Nagumo neuron system: relation with stochastic resonance and its role in EMG signal characterization	28
Cerebral tissue oximeter suitable for real-time regional oxygen saturation monitoring in multiple clinical settings	28
Topology identification and dynamical pattern recognition for Hindmarsh–Rose neuron model via deterministic learning	27
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	26
A novel paradigm for observational learning in rats	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	24
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network	23
Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease	23
Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events	22
Seizure onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal electrocorticogram	22
Multiresolution directed transfer function approach for segment-wise seizure classification of epileptic EEG signal	22
Attenuated heterogeneity of hippocampal neuron subsets in response to novelty induced by amyloid-β	21
The time-varying networks of the wrist extension in post-stroke hemiplegic patients	21
Investigating the impact of hearing loss on attentional networks among older individuals: an event-related potential study	21
Random fluctuations and synaptic plasticity enhance working memory activities in the neuron–astrocyte network	20
Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model	20
Graph theoretical brain connectivity measures to investigate neural correlates of music rhythms associated with fear and anger	20
A review of research on neuromarketing using content analysis: key approaches and new avenues	19
Attaining the recesses of the cognitive space	19
The role of beta band phase resetting in audio-visual temporal order judgment	19
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	19
How glutamatergic synapse loss affects the firing rhythm of DG-CA3 model related with Alzheimer’s disease	18
Stability and synchronization for complex-valued neural networks with stochastic parameters and mixed time delays	18
Stability of synchronization manifolds and its nonlinear behaviour in memristive coupled discrete neuron model	18
Reducing calibration efforts of SSVEP-BCIs by shallow fine-tuning-based transfer learning	18
Linear mixed-effect models for correlated response to process electroencephalogram recordings	18
Discrete analogue of impulsive recurrent neural networks with both discrete and finite distributive asynchronous time-varying delays	17
Preparatory delta phase response is correlated with naturalistic speech comprehension performance	17
Involvement of prelimbic cortex neurons and related circuits in the acquisition of a cooperative learning by pairs of rats	17
Monitoring nap deprivation-induced fatigue using fNIRS and deep learning	17
Respiratory modulation of beta corticomuscular coherence in isometric hand movements	17
Generalizable epileptic seizures prediction based on deep transfer learning	17
Cross-subject aesthetic preference recognition of Chinese dance posture using EEG	17
Gamma rhythms in the visual cortex: functions and mechanisms	16
Three-dimensional memristive Morris–Lecar model with magnetic induction effects and its FPGA implementation	16
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	16
Spike Sorting of Non-Stationary Data in Successive Intervals Based on Dirichlet Process Mixtures	14
Investigation of frequency components embedded in EEG recordings underlying neuronal mechanism of cognitive control and attentional functions	14
Extraction of discriminative features from EEG signals of dyslexic children; before and after the treatment	14
Cortex level connectivity between ACT-R modules during EEG-based n-back task	14
Visual surround suppression at the neural and perceptual levels	14
Cross-module switching diversity of brain network nodes in resting and cognitive states	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
Predicting the temporal-dynamic trajectories of cortical neuronal responses in non-human primates based on deep spiking neural network	14
A new biological central pattern generator model and its relationship with the motor units	13
Isolation of subjectively reported sleepiness and objectively measured vigilance during sleep deprivation: a resting-state fMRI study	13
Imperfect chimera and synchronization in a hybrid adaptive conductance based exponential integrate and fire neuron model	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
Unraveling the functional complexity of the locus coeruleus-norepinephrine system: insights from molecular anatomy to neurodynamic modeling	13
Dynamic networks of P300-related process	13
Dynamics of structured complex-valued Hopfield neural networks	13
The length and the width of the human brain circuit connections are strongly correlated	13

Implementation of memristive emotion associative learning circuit	12
Aberrant temporal correlations of ongoing oscillations in disorders of consciousness on multiple time scales	12
Controllability in attention deficit hyperactivity disorder brains	12
Controlling Alzheimer’s disease by deep brain stimulation based on a data-driven cortical network model	12
AI-driven early diagnosis of specific mental disorders: a comprehensive study	12
An introduction to thermodynamic integration and application to dynamic causal models	11
Executive function elevated by long term high-intensity physical activity and the regulation role of beta-band activity in human frontal region	11
EEG decoding for effects of visual joint attention training on ASD patients with interpretable and lightweight convolutional neural network	11
A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT	11
Exploring recurrence quantification analysis and fractal dimension algorithms for diagnosis of encephalopathy	11
SST-CRAM: spatial-spectral-temporal based convolutional recurrent neural network with lightweight attention mechanism for EEG emotion recognition	11
Functional connectivity of EEG motor rhythms after spinal cord injury	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
Electromagnetic induction effects on electrical activity within a memristive Wilson neuron model	11
Identifying super-feminine, super-masculine and sex-defining connections in the human braingraph	11
Dynamic analysis of multi-spiral chaotic inertia model with a cyclic configuration involving four homogeneous HNN cells: stability analysis, analog and digital verifications	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
Memristive neural network circuit implementation of associative learning with overshadowing and blocking	10
Exploration of interictal to ictal transition in epileptic seizures using a neural mass model	10
Assessment of impaired consciousness using EEG-based connectivity features and convolutional neural networks	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
Time–frequency–space transformer EEG decoding for spinal cord injury	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	10
Effects of high-order interactions on synchronization of a fractional-order neural system	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
Estimating brain effective connectivity from EEG signals of patients with autism disorder and healthy individuals by reducing volume conduction effect	9
Synchronization and oscillation behaviors of excitatory and inhibitory populations with spike-timing-dependent plasticity	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
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	9
A survey of brain network analysis by electroencephalographic signals	8
Quantifying harmony between direct and indirect pathways in the basal ganglia: healthy and Parkinsonian states	8
Correction to: Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	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
Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique	8
The dynamical behavior effects of different numbers of discrete memristive synaptic coupled neurons	8
A model description of beta oscillations in the external globus pallidus	8
Brain potentials related to violent video clips	8
The role of extracellular glutamate homeostasis dysregulated by astrocyte in epileptic discharges: a model evidence	8
Sg-snn: a self-organizing spiking neural network based on temporal information	8
Epileptic seizure focus detection from interictal electroencephalogram: a survey	8
Enhanced brain network flexibility by physical exercise in female methamphetamine users	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
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
Diagnosis of neurodegenerative diseases with a refined Lempel–Ziv complexity	7
Effectual seizure detection using MBBF-GPSO with CNN network	7
Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy	7
Electroencephalographic oscillations of alpha and beta rhythms during phrase-guessing procedure	7
Alternating chimera states and synchronization in multilayer neuronal networks with ephaptic intralayer coupling	7
Analysis of complexity and dynamic functional connectivity based on resting-state EEG in early Parkinson’s disease patients with mild cognitive impairment	7
People see what they want to see: an EEG study	7
Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition	7
Nonlinear dynamical modeling of neural activity using volterra series with GA-enhanced particle swarm optimization algorithm	7
A memristor-based circuit design of avoidance learning with time delay and its application	7
The dynamic impact of adult neurogenesis on pattern separation within the dentate gyrus neural network	7
Dynamic functional connectivity correlates of mental workload	7
Enhancement of the neural response during 40 Hz auditory entrainment in closed-eye state in human prefrontal region	6
Multiple generalized stability of nonlinear delayed systems subject to impulsive disturbance	6
Finite-/fixed-time synchronization for Cohen–Grossberg neural networks with discontinuous or continuous activations via periodically switching control	6
4D attention-based neural network for EEG emotion recognition	6
Vocal tasks-based EEG and speech signal analysis in children with neurodevelopmental disorders: a multimodal investigation	6
Data-driven natural computational psychophysiology in class	6
Dynamic prediction of nonlinear waveform transitions in a thalamo-cortical neural network under a square sensory control	6
Altered effective connectivity of the default mode network in juvenile myoclonic epilepsy	6
A memristive synaptic circuit and optimization algorithm for synaptic control	6
Neurophysiological and other features of working memory in older adults at risk for dementia	6
Resting state EEG delta-beta amplitude-amplitude coupling: a neural predictor of cortisol response under stress	6
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals	6
Regulation of dentate gyrus pattern separation by hilus ectopic granule cells	6
Decisional brain of lawyers at the workplace. A neurolaw pilot study	6
Detecting synaptic connections in neural systems using compressive sensing	6

Accelerating drug repurposing for COVID-19 treatment by modeling mechanisms of action using cell image features and machine learning	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 computational network dynamical modeling for abnormal oscillation and deep brain stimulation control of obsessive–compulsive disorder	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
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
A Basal Ganglia model for understanding working memory functions in healthy and Parkinson’s conditions	6
Speed is associated with polarization during subjective evaluation: no tradeoff, but an effect of the ease of processing	5
Deep-learning-optimized microstate network analysis for early Parkinson’s disease with mild cognitive impairment	5
Effect of adult-born immature granule cells on pattern separation in the hippocampal dentate gyrus	5
Partial face visibility and facial cognition: event-related potential and eye tracking investigation	5
Memristive competitive hopfield neural network for image segmentation application	5
EEG-based classification of Alzheimer’s disease and frontotemporal dementia: a comprehensive analysis of discriminative features	5
Cross-subject mental workload recognition using bi-classifier domain adversarial learning	5
Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	5
Oscillatory biomarkers of autism: evidence from the innate visual fear evoking paradigm	5
The interplay between respectfulness and lexical-semantic in reading Chinese: evidence from ERPs	5
Total sleep deprivation impairs visual selective attention and triggers a compensatory effect: evidence from event-related potentials	5
Stability analysis of fractional order memristor synapse-coupled hopfield neural network with ring structure	5
EEGNet classification of sleep EEG for individual specialization based on data augmentation	5
Hybrid brain model accurately predict human procrastination behavior	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
Uncommon and common roles of inhibitory interneuron and autapse and their cooperations to induce or eliminate epileptiform firing of pyramidal neuron	5
Astrocytic modulation on neuronal electric mode selection induced by magnetic field effect	5
Energy dependence of synchronization mode transitions in the delay-coupled FitzHugh-Nagumo system driven by chaotic activity	5
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
Temporal-spatial deciphering mental subtraction in the human brain	4
Long-term predictions of current confirmed and dead cases of COVID-19 in China by the non-autonomous delayed epidemic models	4
Computational framework of neuronal-astrocytic network within the basal ganglia-thalamic circuits associated with Parkinson’s disease	4
Temporal spectral evolution of pre-stimulus brain activity in visual and visuomotor tasks	4
Visual image reconstructed without semantics from human brain activity using linear image decoders and nonlinear noise suppression	4
Reconstruction and application of multilayer brain network for juvenile myoclonic epilepsy based on link prediction	4
An ensemble approach for healthcare application and diagnosis using natural language processing	4
Invariants for neural automata	4
Formation of cognitive maps in large-scale environments by sensorimotor integration	4
Fast-slow dynamics in a memristive ion channel-based bionic circuit	4
Topographic differences in EEG microstates: distinguishing juvenile myoclonic epilepsy from frontal lobe epilepsy	4
A systematic review of physiological signals based driver drowsiness detection systems	4
Effect of time windows in LSTM networks for EEG-based BCIs	4
Multi-level cognitive state classification of learners using complex brain networks and interpretable machine learning	4
Selective corticocortical connectivity suppression during propofol-induced anesthesia in healthy volunteers	4
Dynamic analysis of FN–HR neural network coupled of bistable memristor and encryption application based on Fibonacci Q-Matrix	4
Computational modeling of attractor-based neural processes involved in the preparation of voluntary actions	4
Coherence resonance, parameter estimation and self-regulation in a thermalsensitive neuron	4
Research progress of epileptic seizure prediction methods based on EEG	4
A novel noninvasive brain–computer interface by imagining isometric force levels	4
Correction to: Bacomics: a comprehensive cross area originating in the studies of various brain–apparatus conversations	4
Hamilton energy balance and synchronization behaviors of two functional neurons	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
Autism spectrum disorder recognition based on multi-view ensemble learning with multi-site fMRI	4
EEG-based emotion recognition using a temporal-difference minimizing neural network	4
The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system	4
The design and implementation of multi-character classification scheme based on EEG signals of visual imagery	4
Alternative muscle synergy patterns of upper limb amputees	4
The age of onset and cognitive impairment at the early stage of schizophrenia	4
An evaluation of inter-brain EEG coupling methods in hyperscanning studies	4
Alterations of synaptic plasticity and brain oscillation are associated with autophagy induced synaptic pruning during adolescence	4
Recognition of autism spectrum disorder in children based on electroencephalogram network topology	4
Automatic detection of Alzheimer’s disease from EEG signals using an improved AFS–GA hybrid algorithm	3
Convolutional autoencoder-based deep learning for intracerebral hemorrhage classification using brain CT images	3
Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation	3
A delayed matching task-based study on action sequence of motor imagery	3
Innovative Poincare’s plot asymmetry descriptors for EEG emotion recognition	3
A fuzzy based computational model to analyze the influence of mitochondria, buffer, and ER fluxes on cytosolic calcium distribution in neuron cells	3
Grid cell modules coordination improves accuracy and reliability for spatial navigation	3
Advances in brain-computer interface for decoding speech imagery from EEG signals: a systematic review	3
Characteristics analysis of a single electromechanical arm driven by a functional neural circuit	3
Correction to: A systematic approach to brain dynamics: cognitive evolution theory of consciousness	3
Aβ-mediated synaptic glutamate dynamics and calcium dynamics in astrocytes associated with Alzheimer’s disease	3
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals	3
Modeling the grid cell activity based on cognitive space transformation	3
A novel adaptive lightweight multimodal efficient feature inference network ALME-FIN for EEG emotion recognition	3
Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN	3
The adjustment mechanism of the spike and wave discharges in thalamic neurons: a simulation analysis	3
Multimodal cortico-cortical associations induced by fear and sensory conditioning in the guinea pig	3
Shared surname enhances our preference to famous people: multimodal EEG evidence	3
Focal attention peaks and laterality bias in problem gamblers: an eye-tracking investigation	3
EEG-based functional connectivity for tactile roughness discrimination	3
Detections of bifurcation in a fractional-order Cohen-Grossberg neural network with multiple delays	3
Privacy-preserving multi-source semi-supervised domain adaptation for seizure prediction	3
Generative models for sequential dynamics in active inference	3
Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal	3
Memristor-coupled dual-neuron mapping model: initials-induced coexisting firing patterns and synchronization activities	3
Self-selected versus imposed running intensity and the acute effects on mood, cognition, and (a)periodic brain activity	3
Autonomous learning of nonlocal stochastic neuron dynamics	3
Decoded EEG neurofeedback-guided cognitive reappraisal training for emotion regulation	3
Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression	3
Mind–brain identity theory confirmed?	3
Review: Nicotinic acetylcholine receptors to regulate important brain activity—what occurs at the molecular level?	3
Culture and gender modulate dlPFC integration in the emotional brain: evidence from dynamic causal modeling	3
Sex differences of signal complexity at resting-state functional magnetic resonance imaging and their associations with the estrogen-signaling pathway in the brain	3