Cognitive Neurodynamics

Article	Citations
Dynamics of $$\mu $$-piecewise pseudo almost periodic solutions of neutral-type inertial neural networks models: existence and attractiveness	94
Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review	78
Classification for Alzheimer's disease and frontotemporal dementia via resting-state electroencephalography-based coherence and convolutional neural network	69
Multiscale entropy of ADHD children during resting state condition	61
Time-estimation process could cause the disappearence of readiness potential	51
An effective encryption approach using a combination of a non-chain ring and a four-dimensional chaotic map	51
An ensemble approach for healthcare application and diagnosis using natural language processing	49
Assessing stroke rehabilitation degree based on quantitative EEG index and nonlinear parameters	48
EEG-based cross-subject passive music pitch perception using deep learning models	46
Classification of stages in cervical cancer MRI by customized CNN and transfer learning	46
Visual image reconstructed without semantics from human brain activity using linear image decoders and nonlinear noise suppression	45
Cross-session SSVEP brainprint recognition using attentive multi-sub-band depth identity embedding learning network	42
Reconstruction and application of multilayer brain network for juvenile myoclonic epilepsy based on link prediction	39
Dynamics and synchronization control of fractional conformable neuron system	36
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	35
A computational examination of the two-streams hypothesis: which pathway needs a longer memory?	35
Cognition enhancing abilities of vitamin D, epalrestat and their combination in diabetic rats with and without scopolamine induced amnesia	34
Correction to: Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface	33
Identifying super-feminine, super-masculine and sex-defining connections in the human braingraph	30
EEG based cognitive task classification using multifractal detrended fluctuation analysis	27
Complex dynamics of hair bundle of auditory nervous system (I): spontaneous oscillations and two cases of steady states	26
Effect of steady-state response versus excitatory/inhibitory balance on spiking synchronization in neural networks with log-normal synaptic weight distribution	25
EEG based functional brain networks analysis in dyslexic children during arithmetic task	25
Conflicts influence affects: an FMRI study of emotional effects in a conflict task	24
Closed-loop seizure modulation via extreme learning machine based extended state observer	23

Decrease levels of bone morphogenetic protein 6 and noggin in chronic schizophrenia elderly	23
Deep-layer motif method for estimating information flow between EEG signals	23
Effect of time windows in LSTM networks for EEG-based BCIs	23
A dose- and time-dependent effect of oxythiamine on cell growth inhibition in non-small cell lung cancer	23
Finite-time and fixed-time stabilization of multiple memristive neural networks with nonlinear coupling	23
The age of onset and cognitive impairment at the early stage of schizophrenia	23
The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study	21
A novel ternary pattern-based automatic psychiatric disorders classification using ECG signals	20
Propofol modulates neural dynamics of thalamo-cortical system associated with anesthetic levels in rats	20
Dynamic causal modeling analysis reveals the modulation of motor cortex and integration in superior temporal gyrus during multisensory speech perception	19
Coherence in event-related EEG oscillations in patients with Alzheimer’s disease dementia and amnestic mild cognitive impairment	19
Assessment of impaired consciousness using EEG-based connectivity features and convolutional neural networks	19
Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals	19
Brain connectivity dynamics during listening to music and potential impact on task performance	19
Memristive neural network circuit implementation of associative learning with overshadowing and blocking	19
EEG decoding for effects of visual joint attention training on ASD patients with interpretable and lightweight convolutional neural network	18
Exploration of interictal to ictal transition in epileptic seizures using a neural mass model	18
Alpha band modulation caused by selective attention to music enables EEG classification	18
An efficient memory reserving-and-fading strategy for vector quantization based 3D brain segmentation and tumor extraction using an unsupervised deep learning network	18
Modelling neural probabilistic computation using vector symbolic architectures	17
Complexity decline of hippocampal CA1 circuit model due to cholinergic deficiency associated with Alzheimer’s disease	17
Towards a single parameter for the assessment of EEG oscillations	17
Temporal-spatial deciphering mental subtraction in the human brain	17
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	16
Setting the space for deliberation in decision-making	16
EEG-based schizophrenia detection using fusion of effective connectivity maps and convolutional neural networks with transfer learning	15
A linearized modeling framework for the frequency selectivity in neurons postsynaptic to vibration receptors	15
Coincidence detection and integration behavior in spiking neural networks	15
An improved CapsNet based on data augmentation for driver vigilance estimation with forehead single-channel EEG	15
Musical tension is affected by metrical structure dynamically and hierarchically	15
Prediction of hippocampal electric field in time series induced by TI-DMS with temporal convolutional network	15
An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions	15
Identifying COVID-19 by using spectral analysis of cough recordings: a distinctive classification study	14
Decoding of movement-related cortical potentials at different speeds	14
The neuronal and synaptic dynamics underlying post-inhibitory rebound burst related to major depressive disorder in the lateral habenula neuron model	14
Functional connectivity of EEG motor rhythms after spinal cord injury	14
BCI system with lower-limb robot improves rehabilitation in spinal cord injury patients through short-term training: a pilot study	13
Time–frequency–space transformer EEG decoding for spinal cord injury	13
Dynamical effects of memristive electromagnetic induction on a 2D Wilson neuron model	13
Hamilton energy balance and synchronization behaviors of two functional neurons	13
Repetitive transcranial magnetic stimulation enhances the neuronal excitability of mice by regulating dynamic characteristics of Granule cells’ Ion channels	13
Memristive leaky integrate-and-fire neuron and learnable straight-through estimator in spiking neural networks	13
STEADYNet: Spatiotemporal EEG analysis for dementia detection using convolutional neural network	13
BrainNeXt: novel lightweight CNN model for the automated detection of brain disorders using MRI images	13
Fixed-/preassigned-time synchronization for delayed complex-valued neural networks with discontinuous activations	13
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	12
Feature hypergraph representation learning on spatial-temporal correlations for EEG emotion recognition	12
Correction to: Optimizing feature subset for schizophrenia detection using multichannel EEG signals and rough set theory	12
Fast-slow dynamics in a memristive ion channel-based bionic circuit	12
RETRACTED ARTICLE: Edge intelligence-based public health influenza pandemic risk prediction	12

Memristor-coupled dual-neuron mapping model: initials-induced coexisting firing patterns and synchronization activities	11
Cognitive neurodynamic approaches to adaptive signal processing in wireless sensor networks	11
Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal	11
The potential associations between acupuncture sensation and brain functional network: a EEG study	11
Hybrid classification model for eye state detection using electroencephalogram signals	11
Formation of cognitive maps in large-scale environments by sensorimotor integration	11
Mechanisms underlying EEG power changes during wakefulness in insomnia patients: a model-driven study	11
Perceived danger associated with a property modulates cross category generalization	11
A novel adaptive lightweight multimodal efficient feature inference network ALME-FIN for EEG emotion recognition	11
Neurodegenerative diseases-Caps: a capsule network based early screening system for the classification of neurodegenerative diseases	11
Criticality in Alzheimer’s and healthy brains: insights from phase-ordering	10
Correction to: Bacomics: a comprehensive cross area originating in the studies of various brain–apparatus conversations	10
On effective cognitive state classification using novel feature extraction strategies	10
Alterations of synaptic plasticity and brain oscillation are associated with autophagy induced synaptic pruning during adolescence	10
A multidimensional adaptive transformer network for fatigue detection	10
Regulation of XOR function of reduced human L2/3 pyramidal neurons	10
Population and individual firing behaviors in sparsely synchronized rhythms in the hippocampal dentate gyrus	10
Cognitive workload estimation using physiological measures: a review	10
A working memory model based on recurrent neural networks using reinforcement learning	10
On disturbance rejection control of the epileptiform spikes	10
The effects of contextual certainty on tension induction and resolution	9
Disynaptic effect of hilar cells on pattern separation in a spiking neural network of hippocampal dentate gyrus	9
The co-activation patterns of multiple brain regions in Juvenile Myoclonic Epilepsy	9
Diurnal rhythm regulates the frequency of carbachol-induced beta oscillation via inhibitory neural system in rat hippocampus	9
Evolution of brain network dynamics in early Parkinson’s disease with mild cognitive impairment	9
Epileptic seizure focus detection from interictal electroencephalogram: a survey	9
Hypofunction of directed brain network within alpha frequency band in depressive patients: a graph-theoretic analysis	9
Synchronization and oscillation behaviors of excitatory and inhibitory populations with spike-timing-dependent plasticity	9
Cerebral tissue oximeter suitable for real-time regional oxygen saturation monitoring in multiple clinical settings	8
EEG multi-domain feature transfer based on sparse regularized Tucker decomposition	8
Neurobiological effects of exercise intervention for premenstrual syndrome	8
Robust $$\mathcal {H}_{\infty }$$ control of uncertain time-delay Markovian jump quaternion-valued neural networks subject to partially known transition probabilities: direct quaternion method	8
Seizure onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal electrocorticogram	8
A model of working memory for encoding multiple items and ordered sequences exploiting the theta-gamma code	8
Multiscale information interaction at local frequency band in functional corticomuscular coupling	8
A neurorobotics approach to behaviour selection based on human activity recognition	8
Brain-inspired multisensory integration neural network for cross-modal recognition through spatiotemporal dynamics and deep learning	8
DRF-DRC: dynamic receptive field and dense residual connections for model compression	8
Global finite-time stability of delayed quaternion-valued neural networks based on a class of extended Lyapunov–Razumikhin methods	8
A novel noninvasive brain–computer interface by imagining isometric force levels	7
Mathematical derivation and mechanism analysis of beta oscillations in a cortex-pallidum model	7
Invariants for neural automata	7
Dynamics of interaction between IH and IKLT currents to mediate double resonances of medial superior olive neurons related to sound localization	7
A novel paradigm for observational learning in rats	7
An evaluation of inter-brain EEG coupling methods in hyperscanning studies	7
Machine to brain: facial expression recognition using brain machine generative adversarial networks	7
Spectral analysis and Bi-LSTM deep network-based approach in detection of mild cognitive impairment from electroencephalography signals	7
A TAN-dopamine interaction mechanism based computational model of basal ganglia in action selection	7
Recognition of autism spectrum disorder in children based on electroencephalogram network topology	7
Frequency-domain analysis of membrane polarization in two-compartment model neurons with weak alternating electric fields	7
Effect of internal and external chaotic stimuli on synchronization of piezoelectric auditory neurons in coupled time-delay systems	7
Memristive patch attention neural network for facial expression recognition and edge computing	7
Spectral resonance in Fitzhugh–Nagumo neuron system: relation with stochastic resonance and its role in EMG signal characterization	7
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network	6
Multiple-source distribution deep adaptive feature norm network for EEG emotion recognition	6
Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model	6
Acute and chronic effects of exercise intensity on cognitive functions of fastball athletes	6
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals	6
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	6
RETRACTED ARTICLE: Designing a cognitive smart healthcare framework for seizure prediction using multimodal convolutional neural network	6
Reliable electrocortical dynamics of target-directed pass-kicks	6
Effects of high-order interactions on synchronization of a fractional-order neural system	6
EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations	6
A systematic approach to brain dynamics: cognitive evolution theory of consciousness	6
GABA receptors mediate adaptation and sensitization processes in mouse retinal ganglion cells	6
Non-additive activity modulation during a decision making task involving tactic selection	6
Robust working memory in a two-dimensional continuous attractor network	6
Coherence-based channel selection and Riemannian geometry features for magnetoencephalography decoding	6
Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?	6
Estimating brain effective connectivity from EEG signals of patients with autism disorder and healthy individuals by reducing volume conduction effect	6
Research progress of epileptic seizure prediction methods based on EEG	6
A survey of brain network analysis by electroencephalographic signals	6
Regulatory mechanism of inhibitory interneurons with time-delay on epileptic seizures under sinusoidal sensory stimulation	5
Direction of information flow between brain regions in ADHD and healthy children based on EEG by using directed phase transfer entropy	5
Excitatory synaptic integration mechanism of three types of granule cells in the dentate gyrus	5
Multiresolution directed transfer function approach for segment-wise seizure classification of epileptic EEG signal	5
Topology identification and dynamical pattern recognition for Hindmarsh–Rose neuron model via deterministic learning	5
Set-pMAE: spatial-spEctral-temporal based parallel masked autoEncoder for EEG emotion recognition	5
A spatiotemporal energy model based on spiking neurons for human motion perception	5
A multi-modal brain–computer interface based on threshold discrimination and its application in wheelchair control	5

Assessing residual motor function in patients with disorders of consciousness by brain network properties of task-state EEG	5
Closing the loop of DBS using the beta oscillations in cortex	5
Can ambient odors influence the recognition of emotional words? A behavioral and event-related potentials study	5
Mental workload level assessment based on compounded hysteresis effect	5
Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease	5
The role of extracellular glutamate homeostasis dysregulated by astrocyte in epileptic discharges: a model evidence	5
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	5
Correction to: Sustained attention detection in humans using a prefrontal theta-EEG rhythm	5
Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface	5
Chimera states and cluster solutions in Hindmarsh-Rose neural networks with state resetting process	5
Short-length SSVEP data extension by a novel generative adversarial networks based framework	5
Analysis of complexity and dynamic functional connectivity based on resting-state EEG in early Parkinson’s disease patients with mild cognitive impairment	5
Generalised exponential-Gaussian distribution: a method for neural reaction time analysis	5
Predicting an EEG-Based hypnotic time estimation with non-linear kernels of support vector machine algorithm	5
A bimodal deep learning network based on CNN for fine motor imagery	5
Effect of adult hippocampal neurogenesis on pattern separation and its applications	5
A model description of beta oscillations in the external globus pallidus	4
Diagnosis of neurodegenerative diseases with a refined Lempel–Ziv complexity	4
Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy	4
Classification of bipolar disorders using the multilayer modularity in dynamic minimum spanning tree from resting state fMRI	4
Closed-loop modulation of model parkinsonian beta oscillations based on CAR-fuzzy control algorithm	4
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	4
Enhanced brain network flexibility by physical exercise in female methamphetamine users	4
Gamma-band-based dynamic functional connectivity in pigeon entopallium during sample presentation in a delayed color matching task	4
Decoding motor imagery with a simplified distributed dipoles model at source level	4
Inter-areal transmission of multiple neural signals through frequency-division-multiplexing communication	4
Brain potentials related to violent video clips	4
New exploration on bifurcation for fractional-order quaternion-valued neural networks involving leakage delays	4
Complex dynamics of hair bundle of auditory nervous system (II): forced oscillations related to two cases of steady state	4
Attaining the recesses of the cognitive space	4
Readiness potential reflects the intention of sit-to-stand movement	4
Classification of coma/brain-death EEG dataset based on one-dimensional convolutional neural network	4
Attention allocation on mobile app interfaces when human interacts with them	4
The architecture of functional brain network modulated by driving during adverse weather conditions	4
How does the human brain process noisy speech in real life? Insights from the second-person neuroscience perspective	4
Investigation of electroencephalography variations of mental workload in the exposure of the psychoacoustic in both male and female groups	4
Modelling the relationships between EEG signals, movement kinematics and outcome in soccer kicking	4
Correction to: Optimized adaptive neuro-fuzzy inference system based on hybrid grey wolf-bat algorithm for schizophrenia recognition from EEG signals	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
Graph theoretical brain connectivity measures to investigate neural correlates of music rhythms associated with fear and anger	3
Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition	3
Quantifying harmony between direct and indirect pathways in the basal ganglia: healthy and Parkinsonian states	3
A delayed matching task-based study on action sequence of motor imagery	3
Neural oscillations predict flow experience	3
Semantic and syntactic processing of emojis in sentential intermediate positions	3
Effect in the spectra of eigenvalues and dynamics of RNNs trained with excitatory–inhibitory constraint	3
People see what they want to see: an EEG study	3
Effectual seizure detection using MBBF-GPSO with CNN network	3
Vanishing point estimation inspired by oblique effect in a field environment	3
Exponential synchronization of quaternion-valued memristor-based Cohen–Grossberg neural networks with time-varying delays: norm method	3
Correction to: Improved dynamic functional connectivity estimation with an alternating hidden Markov model	3
A stacking classifier for distinguishing stages of Alzheimer’s disease from a subnetwork perspective	3
Pupil dilation and behavior as complementary measures of fear response in Mice	3
Adaptive fuzzy iterative learning control based neurostimulation system and in-silico evaluation	3
Dynamic brain functional states associated with inhibition control under different altitudes	3
Synchronization of delayed coupled neurons with multiple synaptic connections	3
Dynamic functional connectivity correlates of mental workload	3
Energy and synchronization between two neurons with nonlinear coupling	3
Neural dynamic foundations of a theory of higher cognition: the case of grounding nested phrases	3
Local signal variability and functional connectivity: Sensitive measures of the excitation-inhibition ratio?	3
Self-selected versus imposed running intensity and the acute effects on mood, cognition, and (a)periodic brain activity	3
A biophysical model for dopamine modulating working memory through reward system in obsessive–compulsive disorder	3
EEG-based deception detection using weighted dual perspective visibility graph analysis	3
Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model	3
Review of directional leads, stimulation patterns and programming strategies for deep brain stimulation	3
The dynamical behavior effects of different numbers of discrete memristive synaptic coupled neurons	3
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data	3
Motor imagery decoding using source optimized transfer learning based on multi-loss fusion CNN	3
Study on different brain activation rearrangement during cognitive workload from ERD/ERS and coherence analysis	3
Long-range and cross-frequency neural modulation of gamma flicker on vigilance decrement	3
Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique	3
Single-trial neurodynamics reveal N400 and P600 coupling in language comprehension	3
Random fluctuations and synaptic plasticity enhance working memory activities in the neuron–astrocyte network	3
The influence of hyperpolarization-activated cation current on conduction delay and failure of action potentials along axon related to abnormal functions	3
RETRACTED ARTICLE: Tissue-like P systems with comparative evaluation/communication rules to solve the nurse rostering problem at the medical center	3
LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals	2
Large coefficient of variation of inter-spike intervals induced by noise current in the resonate-and-fire model neuron	2
Geometric characterization of dynamical structure for neural firing activities induced by inhibitory pulse	2
Myocardial infarction detection using ITD, DWT and deterministic learning based on ECG signals	2
3D Convolution neural network with multiscale spatial and temporal cues for motor imagery EEG classification	2
Performance prediction in a visuo-motor task: the contribution of EEG analysis	2
Accelerating drug repurposing for COVID-19 treatment by modeling mechanisms of action using cell image features and machine learning	2
4D attention-based neural network for EEG emotion recognition	2
Preparatory delta phase response is correlated with naturalistic speech comprehension performance	2
Nonlinear dynamical modeling of neural activity using volterra series with GA-enhanced particle swarm optimization algorithm	2
$$H_{\infty }$$ state estimation of quaternion-valued inertial neural networks: non-reduced order method	2
Effects of double delays on bifurcation for a fractional-order neural network	2
How glutamatergic synapse loss affects the firing rhythm of DG-CA3 model related with Alzheimer’s disease	2
EEG–EMG coupling as a hybrid method for steering detection in car driving settings	2
The adjustment mechanism of the spike and wave discharges in thalamic neurons: a simulation analysis	2
Single-trial motor imagery electroencephalogram intention recognition by optimal discriminant hyperplane and interpretable discriminative rectangle mixture model	2
Cross-subject aesthetic preference recognition of Chinese dance posture using EEG	2
Human factors engineering of BCI: an evaluation for satisfaction of BCI based on motor imagery	2
Neurofeedback training for children with ADHD using individual beta rhythm	2
Autonomous learning of nonlocal stochastic neuron dynamics	2