OOIR: Observatory of International Research

Papers

(The TQCC of Cognitive Neurodynamics is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-10-01 to 2025-10-01.)

Article	Citations
An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions	112
Non-decomposition method for event-triggered finite-time synchronization control of complex-valued memristive neural networks	89
An effective encryption approach using a combination of a non-chain ring and a four-dimensional chaotic map	86
Dynamics and synchronization control of fractional conformable neuron system	83
A user-friendly BCI encoding by high frequency single-frequency-SDMA SSaVEF using MEG	74
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	64
The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study	57
Applications and interrelationships of brain function detection, brain–computer interfaces, and brain stimulation: a comprehensive review	56
A multilayer deep neural network framework for hemodynamic assessment of cognitive load management during problem-solving tasks	53
Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals	46
Classification of stages in cervical cancer MRI by customized CNN and transfer learning	44
Propofol modulates neural dynamics of thalamo-cortical system associated with anesthetic levels in rats	43
Towards a single parameter for the assessment of EEG oscillations	43
Musical tension is affected by metrical structure dynamically and hierarchically	43
Multilevel Inter-modal and Intra-modal Transformer network with domain adversarial learning for multimodal sleep staging	42
EEG based functional brain networks analysis in dyslexic children during arithmetic task	41
Classification for Alzheimer's disease and frontotemporal dementia via resting-state electroencephalography-based coherence and convolutional neural network	40
Brain fingerprinting field study on major, terrorist crimes supports the brain fingerprinting scientific standards hypothesis: classification concealed information test with P300 and P300-MERMER succe	37
RETRACTED ARTICLE: Edge intelligence-based public health influenza pandemic risk prediction	31
Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?	30
Computational study of associations between the synaptic conductance of STN and GPe and the development of Parkinson’s disease	29
Topology identification and dynamical pattern recognition for Hindmarsh–Rose neuron model via deterministic learning	29
Neurobiological effects of exercise intervention for premenstrual syndrome	28
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	28
Cerebral tissue oximeter suitable for real-time regional oxygen saturation monitoring in multiple clinical settings	27

A novel paradigm for observational learning in rats	26
DRF-DRC: dynamic receptive field and dense residual connections for model compression	26
Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network	26
Spectral resonance in Fitzhugh–Nagumo neuron system: relation with stochastic resonance and its role in EMG signal characterization	26
EEG microstate biomarkers for schizophrenia: a novel approach using deep neural networks	26
Seizure onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal electrocorticogram	25
Perceived danger associated with a property modulates cross category generalization	25
The time-varying networks of the wrist extension in post-stroke hemiplegic patients	25
Machine to brain: facial expression recognition using brain machine generative adversarial networks	25
Attenuated heterogeneity of hippocampal neuron subsets in response to novelty induced by amyloid-β	25
Dynamic estimation of probability density using quantum neural network based on simple harmonic oscillator perturbed by an electric field	24
Neurodynamic evidence reveals identity top-down influences emotional contagion of race	24
Investigating the impact of hearing loss on attentional networks among older individuals: an event-related potential study	24
The role of beta band phase resetting in audio-visual temporal order judgment	22
Solving general convex quadratic multi-objective optimization problems via a projection neurodynamic model	22
Attaining the recesses of the cognitive space	22
Reducing calibration efforts of SSVEP-BCIs by shallow fine-tuning-based transfer learning	22
Neurofusionnet: a comprehensive framework for accurate epileptic seizure prediction from EEG data with hybrid meta-heuristic optimization algorithm	22
Shap-driven explainable AI with simulated annealing for optimized seizure detection using multichannel EEG signal	21
Unraveling the dynamics of a flux coupled Chialvo neurons and the existence of extreme events	21
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	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
Graph theoretical brain connectivity measures to investigate neural correlates of music rhythms associated with fear and anger	20
R-CNN-TPOT: a new hybrid machine learning network for brain age prediction using EEG signal	19
Stability and synchronization for complex-valued neural networks with stochastic parameters and mixed time delays	19
Monitoring nap deprivation-induced fatigue using fNIRS and deep learning	18
Respiratory modulation of beta corticomuscular coherence in isometric hand movements	18
Discrete analogue of impulsive recurrent neural networks with both discrete and finite distributive asynchronous time-varying delays	17
Involvement of prelimbic cortex neurons and related circuits in the acquisition of a cooperative learning by pairs of rats	17
Linear mixed-effect models for correlated response to process electroencephalogram recordings	17
Three-dimensional memristive Morris–Lecar model with magnetic induction effects and its FPGA implementation	17
Gamma rhythms in the visual cortex: functions and mechanisms	16
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	16
Generalizable epileptic seizures prediction based on deep transfer learning	16
Cross-subject aesthetic preference recognition of Chinese dance posture using EEG	15
Investigation of frequency components embedded in EEG recordings underlying neuronal mechanism of cognitive control and attentional functions	15
Unraveling the functional complexity of the locus coeruleus-norepinephrine system: insights from molecular anatomy to neurodynamic modeling	15
Spike Sorting of Non-Stationary Data in Successive Intervals Based on Dirichlet Process Mixtures	15
Stability of synchronization manifolds and its nonlinear behaviour in memristive coupled discrete neuron model	15
Predicting the temporal-dynamic trajectories of cortical neuronal responses in non-human primates based on deep spiking neural network	15
Imperfect chimera and synchronization in a hybrid adaptive conductance based exponential integrate and fire neuron model	14
Visual surround suppression at the neural and perceptual levels	14
Resting-state EEG gamma power predicts immediate and delayed recall in healthy adults	14
Dynamics of structured complex-valued Hopfield neural networks	14
Break-up and recovery of harmony between direct and indirect pathways in the basal ganglia: Huntington’s disease and treatment	14
The length and the width of the human brain circuit connections are strongly correlated	14
Affective EEG-based cross-session person identification using hierarchical graph embedding	14
Implementation of memristive emotion associative learning circuit	13
Cortex level connectivity between ACT-R modules during EEG-based n-back task	13

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