Cognitive Neurodynamics

Article	Citations
The age of onset and cognitive impairment at the early stage of schizophrenia	85
Topology of eeg wave fronts	77
Finite-time and fixed-time stabilization of multiple memristive neural networks with nonlinear coupling	54
Dynamics of $$\mu $$-piecewise pseudo almost periodic solutions of neutral-type inertial neural networks models: existence and attractiveness	52
The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study	46
Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review	45
Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults	44
Time-estimation process could cause the disappearence of readiness potential	42
Deep-layer motif method for estimating information flow between EEG signals	38
Classification of stages in cervical cancer MRI by customized CNN and transfer learning	37
Musical tension is affected by metrical structure dynamically and hierarchically	32
An ensemble approach for healthcare application and diagnosis using natural language processing	31
Cognition enhancing abilities of vitamin D, epalrestat and their combination in diabetic rats with and without scopolamine induced amnesia	31
A computational examination of the two-streams hypothesis: which pathway needs a longer memory?	29
Effect of time windows in LSTM networks for EEG-based BCIs	27
A dose- and time-dependent effect of oxythiamine on cell growth inhibition in non-small cell lung cancer	26
Prediction of hippocampal electric field in time series induced by TI-DMS with temporal convolutional network	23
A linearized modeling framework for the frequency selectivity in neurons postsynaptic to vibration receptors	22
Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals	21
Repetitive transcranial magnetic stimulation enhances the neuronal excitability of mice by regulating dynamic characteristics of Granule cells’ Ion channels	20
Complex dynamics of hair bundle of auditory nervous system (I): spontaneous oscillations and two cases of steady states	20
Assessing stroke rehabilitation degree based on quantitative EEG index and nonlinear parameters	19
Identifying COVID-19 by using spectral analysis of cough recordings: a distinctive classification study	19
Quantization synchronization of chaotic neural networks with time delay under event-triggered strategy	19
EEG based cognitive task classification using multifractal detrended fluctuation analysis	19

Closed-loop seizure modulation via extreme learning machine based extended state observer	19
Decrease levels of bone morphogenetic protein 6 and noggin in chronic schizophrenia elderly	19
Towards a single parameter for the assessment of EEG oscillations	18
Identifying super-feminine, super-masculine and sex-defining connections in the human braingraph	18
Temporal-spatial deciphering mental subtraction in the human brain	17
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	16
Dynamic causal modeling analysis reveals the modulation of motor cortex and integration in superior temporal gyrus during multisensory speech perception	16
Brain connectivity dynamics during listening to music and potential impact on task performance	16
Exploration of interictal to ictal transition in epileptic seizures using a neural mass model	16
Coherence in event-related EEG oscillations in patients with Alzheimer’s disease dementia and amnestic mild cognitive impairment	15
Coupling feature extraction method of resting state EEG Signals from amnestic mild cognitive impairment with type 2 diabetes mellitus based on weight permutation conditional mutual information	14
Complexity decline of hippocampal CA1 circuit model due to cholinergic deficiency associated with Alzheimer’s disease	14
The neuronal and synaptic dynamics underlying post-inhibitory rebound burst related to major depressive disorder in the lateral habenula neuron model	14
Dynamics and synchronization control of fractional conformable neuron system	13
Fast-slow dynamics in a memristive ion channel-based bionic circuit	13
Coincidence detection and integration behavior in spiking neural networks	13
Time–frequency–space transformer EEG decoding for spinal cord injury	13
Modelling neural probabilistic computation using vector symbolic architectures	13
A novel ternary pattern-based automatic psychiatric disorders classification using ECG signals	13
Decoding of movement-related cortical potentials at different speeds	13
Setting the space for deliberation in decision-making	13
Propofol modulates neural dynamics of thalamo-cortical system associated with anesthetic levels in rats	12
An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions	12
An improved CapsNet based on data augmentation for driver vigilance estimation with forehead single-channel EEG	12
Multiscale entropy of ADHD children during resting state condition	12
Feature hypergraph representation learning on spatial-temporal correlations for EEG emotion recognition	12
EEG-based schizophrenia detection using fusion of effective connectivity maps and convolutional neural networks with transfer learning	12
Fixed-/preassigned-time synchronization for delayed complex-valued neural networks with discontinuous activations	12
EEG based functional brain networks analysis in dyslexic children during arithmetic task	12
Memristive leaky integrate-and-fire neuron and learnable straight-through estimator in spiking neural networks	12
STEADYNet: Spatiotemporal EEG analysis for dementia detection using convolutional neural network	12
Functional connectivity of EEG motor rhythms after spinal cord injury	12
Reconstruction and application of multilayer brain network for juvenile myoclonic epilepsy based on link prediction	11
Assessment of impaired consciousness using EEG-based connectivity features and convolutional neural networks	10
EEG-based cross-subject passive music pitch perception using deep learning models	10
Changes in Brain Functional Network Connectivity in Adult Moyamoya Diseases	10
Alpha band modulation caused by selective attention to music enables EEG classification	10
EEG decoding for effects of visual joint attention training on ASD patients with interpretable and lightweight convolutional neural network	10
Conflicts influence affects: an FMRI study of emotional effects in a conflict task	10
BCI system with lower-limb robot improves rehabilitation in spinal cord injury patients through short-term training: a pilot study	10
Hamilton energy balance and synchronization behaviors of two functional neurons	10
Dynamical effects of memristive electromagnetic induction on a 2D Wilson neuron model	10
Effect of steady-state response versus excitatory/inhibitory balance on spiking synchronization in neural networks with log-normal synaptic weight distribution	10
An efficient memory reserving-and-fading strategy for vector quantization based 3D brain segmentation and tumor extraction using an unsupervised deep learning network	10
Memristive neural network circuit implementation of associative learning with overshadowing and blocking	9
Cross-session SSVEP brainprint recognition using attentive multi-sub-band depth identity embedding learning network	9
Spectral resonance in Fitzhugh–Nagumo neuron system: relation with stochastic resonance and its role in EMG signal characterization	9
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	9
Correction to: Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface	9
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	9

Epileptic seizure focus detection from interictal electroencephalogram: a survey	9
Non-additive activity modulation during a decision making task involving tactic selection	9
Estimating brain effective connectivity from EEG signals of patients with autism disorder and healthy individuals by reducing volume conduction effect	9
Visual image reconstructed without semantics from human brain activity using linear image decoders and nonlinear noise suppression	9
An effective encryption approach using a combination of a non-chain ring and a four-dimensional chaotic map	9
The role of extracellular glutamate homeostasis dysregulated by astrocyte in epileptic discharges: a model evidence	9
Generalised exponential-Gaussian distribution: a method for neural reaction time analysis	9
Reliable electrocortical dynamics of target-directed pass-kicks	8
EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations	8
A TAN-dopamine interaction mechanism based computational model of basal ganglia in action selection	8
The effects of contextual certainty on tension induction and resolution	8
Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease	8
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network	8
Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes	8
Effect of adult hippocampal neurogenesis on pattern separation and its applications	8
A working memory model based on recurrent neural networks using reinforcement learning	8
Dynamics of interaction between IH and IKLT currents to mediate double resonances of medial superior olive neurons related to sound localization	8
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	8
Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model	8
Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition	8
Research progress of epileptic seizure prediction methods based on EEG	8
Neurobiological effects of exercise intervention for premenstrual syndrome	8
Seizure onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal electrocorticogram	7
On disturbance rejection control of the epileptiform spikes	7
Spectral analysis and Bi-LSTM deep network-based approach in detection of mild cognitive impairment from electroencephalography signals	7
Memristor-coupled dual-neuron mapping model: initials-induced coexisting firing patterns and synchronization activities	7
Cognitive neurodynamic approaches to adaptive signal processing in wireless sensor networks	7
Hybrid classification model for eye state detection using electroencephalogram signals	7
Topology identification and dynamical pattern recognition for Hindmarsh–Rose neuron model via deterministic learning	7
A novel paradigm for observational learning in rats	7
On effective cognitive state classification using novel feature extraction strategies	7
Synchronization and oscillation behaviors of excitatory and inhibitory populations with spike-timing-dependent plasticity	7
A novel adaptive lightweight multimodal efficient feature inference network ALME-FIN for EEG emotion recognition	7
Formation of cognitive maps in large-scale environments by sensorimotor integration	7
Alterations of synaptic plasticity and brain oscillation are associated with autophagy induced synaptic pruning during adolescence	7
Perceived danger associated with a property modulates cross category generalization	7
Global finite-time stability of delayed quaternion-valued neural networks based on a class of extended Lyapunov–Razumikhin methods	7
Hypofunction of directed brain network within alpha frequency band in depressive patients: a graph-theoretic analysis	7
Mechanisms underlying EEG power changes during wakefulness in insomnia patients: a model-driven study	7
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals	7
Multiscale information interaction at local frequency band in functional corticomuscular coupling	6
A neurorobotics approach to behaviour selection based on human activity recognition	6
Evolution of brain network dynamics in early Parkinson’s disease with mild cognitive impairment	6
Influence of various temporal recoding on pavlovian eyeblink conditioning in the cerebellum	6
Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal	6
Machine to brain: facial expression recognition using brain machine generative adversarial networks	6
Mathematical derivation and mechanism analysis of beta oscillations in a cortex-pallidum model	6
Robust $$\mathcal {H}_{\infty }$$ control of uncertain time-delay Markovian jump quaternion-valued neural networks subject to partially known transition probabilities: direct quaternion method	6
A novel noninvasive brain–computer interface by imagining isometric force levels	6
A spatiotemporal energy model based on spiking neurons for human motion perception	6
Cognitive workload estimation using physiological measures: a review	6
Recognition of autism spectrum disorder in children based on electroencephalogram network topology	6
EEG multi-domain feature transfer based on sparse regularized Tucker decomposition	6
A multi-modal brain–computer interface based on threshold discrimination and its application in wheelchair control	6
Cerebral tissue oximeter suitable for real-time regional oxygen saturation monitoring in multiple clinical settings	6
The co-activation patterns of multiple brain regions in Juvenile Myoclonic Epilepsy	6
Frequency-domain analysis of membrane polarization in two-compartment model neurons with weak alternating electric fields	6
An evaluation of inter-brain EEG coupling methods in hyperscanning studies	6
GABA receptors mediate adaptation and sensitization processes in mouse retinal ganglion cells	6
Neurodegenerative diseases-Caps: a capsule network based early screening system for the classification of neurodegenerative diseases	6
Disynaptic effect of hilar cells on pattern separation in a spiking neural network of hippocampal dentate gyrus	5
Criticality in Alzheimer’s and healthy brains: insights from phase-ordering	5
Robust working memory in a two-dimensional continuous attractor network	5
RETRACTED ARTICLE: Designing a cognitive smart healthcare framework for seizure prediction using multimodal convolutional neural network	5
Regulation of XOR function of reduced human L2/3 pyramidal neurons	5
Invariants for neural automata	5
Memristive patch attention neural network for facial expression recognition and edge computing	5
DRF-DRC: dynamic receptive field and dense residual connections for model compression	5
Coherence-based channel selection and Riemannian geometry features for magnetoencephalography decoding	5
RETRACTED ARTICLE: Edge intelligence-based public health influenza pandemic risk prediction	5
Correction to: Optimizing feature subset for schizophrenia detection using multichannel EEG signals and rough set theory	5
Brain-inspired multisensory integration neural network for cross-modal recognition through spatiotemporal dynamics and deep learning	5
A survey of brain network analysis by electroencephalographic signals	5
Diurnal rhythm regulates the frequency of carbachol-induced beta oscillation via inhibitory neural system in rat hippocampus	5
Correction to: Sustained attention detection in humans using a prefrontal theta-EEG rhythm	5
A bimodal deep learning network based on CNN for fine motor imagery	5
Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?	5
Exponential synchronization of quaternion-valued memristor-based Cohen–Grossberg neural networks with time-varying delays: norm method	4
Closed-loop modulation of model parkinsonian beta oscillations based on CAR-fuzzy control algorithm	4
Correction to: Bacomics: a comprehensive cross area originating in the studies of various brain–apparatus conversations	4

Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface	4
Predicting an EEG-Based hypnotic time estimation with non-linear kernels of support vector machine algorithm	4
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	4
Can ambient odors influence the recognition of emotional words? A behavioral and event-related potentials study	4
A delayed matching task-based study on action sequence of motor imagery	4
Research progress of neurodynamics in China	4
Hippocampal oscillatory dynamics in freely behaving rats during exploration of social and non-social stimuli	4
Modeling plasticity during epileptogenesis by long short term memory neural networks	4
Brain potentials related to violent video clips	4
Population and individual firing behaviors in sparsely synchronized rhythms in the hippocampal dentate gyrus	4
Effect of internal and external chaotic stimuli on synchronization of piezoelectric auditory neurons in coupled time-delay systems	4
Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy	4
Assessing residual motor function in patients with disorders of consciousness by brain network properties of task-state EEG	4
Study on different brain activation rearrangement during cognitive workload from ERD/ERS and coherence analysis	4
Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique	4
A model description of beta oscillations in the external globus pallidus	4
Effects of high-order interactions on synchronization of a fractional-order neural system	4
A model of working memory for encoding multiple items and ordered sequences exploiting the theta-gamma code	4
Set-pMAE: spatial-spEctral-temporal based parallel masked autoEncoder for EEG emotion recognition	4
A systematic approach to brain dynamics: cognitive evolution theory of consciousness	4
Random fluctuations and synaptic plasticity enhance working memory activities in the neuron–astrocyte network	4
Semantic and syntactic processing of emojis in sentential intermediate positions	4
Synchronization of delayed coupled neurons with multiple synaptic connections	3
Frequency-dependent effective connections between local signals and the global brain signal during resting-state	3
Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation	3
The time-varying networks of the wrist extension in post-stroke hemiplegic patients	3
Classification of coma/brain-death EEG dataset based on one-dimensional convolutional neural network	3
A review of research on neuromarketing using content analysis: key approaches and new avenues	3
Modelling the relationships between EEG signals, movement kinematics and outcome in soccer kicking	3
Differences in functional network between focal onset nonconvulsive status epilepticus and toxic metabolic encephalopathy: application to machine learning models for differential diagnosis	3
Evaluation of color modulation in visual P300-speller using new stimulus patterns	3
How does the human brain process noisy speech in real life? Insights from the second-person neuroscience perspective	3
Classification of bipolar disorders using the multilayer modularity in dynamic minimum spanning tree from resting state fMRI	3
Complex spiking neural networks with synaptic time-delay based on anti-interference function	3
Chimera states and cluster solutions in Hindmarsh-Rose neural networks with state resetting process	3
Attaining the recesses of the cognitive space	3
People see what they want to see: an EEG study	3
Effectual seizure detection using MBBF-GPSO with CNN network	3
Effect in the spectra of eigenvalues and dynamics of RNNs trained with excitatory–inhibitory constraint	3
Multiresolution directed transfer function approach for segment-wise seizure classification of epileptic EEG signal	3
Dynamic brain functional states associated with inhibition control under different altitudes	3
Investigation of electroencephalography variations of mental workload in the exposure of the psychoacoustic in both male and female groups	3
Inter-areal transmission of multiple neural signals through frequency-division-multiplexing communication	3
Local signal variability and functional connectivity: Sensitive measures of the excitation-inhibition ratio?	3
Diagnosis of neurodegenerative diseases with a refined Lempel–Ziv complexity	3
Mental workload level assessment based on compounded hysteresis effect	3
Closing the loop of DBS using the beta oscillations in cortex	3
Adaptive fuzzy iterative learning control based neurostimulation system and in-silico evaluation	3
Direction of information flow between brain regions in ADHD and healthy children based on EEG by using directed phase transfer entropy	3
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	3
New exploration on bifurcation for fractional-order quaternion-valued neural networks involving leakage delays	3
Readiness potential reflects the intention of sit-to-stand movement	3
Attention allocation on mobile app interfaces when human interacts with them	3
Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model	3
Decoding motor imagery with a simplified distributed dipoles model at source level	2
Enhanced brain network flexibility by physical exercise in female methamphetamine users	2
The influence of hyperpolarization-activated cation current on conduction delay and failure of action potentials along axon related to abnormal functions	2
Multi-information improves the performance of CCA-based SSVEP classification	2
Spatial synaptic modulation through IP3 diffusion triggered by ECB: a computational study with an astrocyte-neurons model	2
3D Convolution neural network with multiscale spatial and temporal cues for motor imagery EEG classification	2
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data	2
EEG-based deception detection using weighted dual perspective visibility graph analysis	2
Correction to: Improved dynamic functional connectivity estimation with an alternating hidden Markov model	2
Energy and synchronization between two neurons with nonlinear coupling	2
Vanishing point estimation inspired by oblique effect in a field environment	2
Sg-snn: a self-organizing spiking neural network based on temporal information	2
Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition	2
Neural dynamic foundations of a theory of higher cognition: the case of grounding nested phrases	2
Analysis of complexity and dynamic functional connectivity based on resting-state EEG in early Parkinson’s disease patients with mild cognitive impairment	2
Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN	2
The dynamical behavior effects of different numbers of discrete memristive synaptic coupled neurons	2
A distributed theta network of error generation and processing in aging	2
Cross-subject aesthetic preference recognition of Chinese dance posture using EEG	2
Review of directional leads, stimulation patterns and programming strategies for deep brain stimulation	2
EEG-based brain functional connectivity representation using amplitude locking value for fatigue-driving recognition	2
Multi-view domain adaption based multi-scale convolutional conditional invertible discriminator for cross-subject electroencephalogram emotion recognition	2
Correction to: Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	2
Graph theoretical brain connectivity measures to investigate neural correlates of music rhythms associated with fear and anger	2
Self-selected versus imposed running intensity and the acute effects on mood, cognition, and (a)periodic brain activity	2
The role of beta band phase resetting in audio-visual temporal order judgment	2
Investigating the impact of hearing loss on attentional networks among older individuals: an event-related potential study	2
A neuron model with nonlinear membranes	2
The architecture of functional brain network modulated by driving during adverse weather conditions	2
RETRACTED ARTICLE: Tissue-like P systems with comparative evaluation/communication rules to solve the nurse rostering problem at the medical center	2
A biophysical model for dopamine modulating working memory through reward system in obsessive–compulsive disorder	2
Stability and synchronization for complex-valued neural networks with stochastic parameters and mixed time delays	2
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	2
Long-range and cross-frequency neural modulation of gamma flicker on vigilance decrement	2
Cross-patient seizure prediction via continuous domain adaptation and similar sample replay	2
Pupil dilation and behavior as complementary measures of fear response in Mice	2
Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events	2
Single-trial neurodynamics reveal N400 and P600 coupling in language comprehension	2
Complex dynamics of hair bundle of auditory nervous system (II): forced oscillations related to two cases of steady state	2
Tensor decomposition-based channel selection for motor imagery-based brain-computer interfaces	2
Neural oscillations predict flow experience	2