OOIR: Observatory of International Research

Papers

(The TQCC of Cognitive Neurodynamics is 6. 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 2020-05-01 to 2024-05-01.)

Article	Citations
EEG-based emotion recognition using 4D convolutional recurrent neural network	91
Complex networks and deep learning for EEG signal analysis	91
Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach	88
Electromagnetic induction effects on electrical activity within a memristive Wilson neuron model	63
Extreme multistability and phase synchronization in a heterogeneous bi-neuron Rulkov network with memristive electromagnetic induction	54
Energy dependence on discharge mode of Izhikevich neuron driven by external stimulus under electromagnetic induction	49
Complex bifurcation analysis and synchronization optimal control for Hindmarsh–Rose neuron model under magnetic flow effect	49
Automated detection of schizophrenia using optimal wavelet-based $$l_1$$ norm features extracted from single-channel EEG	45
Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface	44
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	40
4D attention-based neural network for EEG emotion recognition	38
LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals	38
Identifying COVID-19 by using spectral analysis of cough recordings: a distinctive classification study	36
A dynamic center and multi threshold point based stable feature extraction network for driver fatigue detection utilizing EEG signals	35
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	34
Ionic channel blockage in stochastic Hodgkin–Huxley neuronal model driven by multiple oscillatory signals	31
Classification of ASD based on fMRI data with deep learning	30
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG	28
A survey of brain network analysis by electroencephalographic signals	27
Localizing confined epileptic foci in patients with an unclear focus or presumed multifocality using a component-based EEG-fMRI method	25
Direction of information flow between brain regions in ADHD and healthy children based on EEG by using directed phase transfer entropy	25
Brain functional network modeling and analysis based on fMRI: a systematic review	24
Study of EEG microstates in Parkinson’s disease: a potential biomarker?	23
Aperiodic stochastic resonance in neural information processing with Gaussian colored noise	23
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals	22

New exploration on bifurcation for fractional-order quaternion-valued neural networks involving leakage delays	22
End-to-end face parsing via interlinked convolutional neural networks	21
Effects of chaotic activity and time delay on signal transmission in FitzHugh-Nagumo neuronal system	20
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals	20
Hybrid classification model for eye state detection using electroencephalogram signals	18
Effect of disturbances in neuronal calcium and IP3 dynamics on β-amyloid production and degradation	18
Coherence resonance for neuronal bursting with spike undershoot	18
A dynamical model for the basal ganglia-thalamo-cortical oscillatory activity and its implications in Parkinson’s disease	17
Neural mechanism of visual information degradation from retina to V1 area	16
The thermodynamic brain and the evolution of intellect: the role of mental energy	16
Energy features in spontaneous up and down oscillations	16
Construction of embedded fMRI resting-state functional connectivity networks using manifold learning	16
A novel facial attractiveness evaluation system based on face shape, facial structure features and skin	15
Gamma rhythms in the visual cortex: functions and mechanisms	15
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	15
Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression	15
Dependency analysis of frequency and strength of gamma oscillations on input difference between excitatory and inhibitory neurons	15
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	15
Functional neuronal networks reveal emotional processing differences in children with ADHD	15
Evaluation of color modulation in visual P300-speller using new stimulus patterns	15
Biophysical mechanism of the interaction between default mode network and working memory network	14
The glutamatergic synapse: a complex machinery for information processing	14
Chaotic time series prediction using phase space reconstruction based conceptor network	13
Analysis of complexity and dynamic functional connectivity based on resting-state EEG in early Parkinson’s disease patients with mild cognitive impairment	13
Rehabilitation of motor function in children with cerebral palsy based on motor imagery	13
Characterizing the brain’s dynamical response from scalp-level neural electrical signals: a review of methodology development	13
A novel approach for designing authentication system using a picture based P300 speller	13
Novel channel selection method based on position priori weighted permutation entropy and binary gravity search algorithm	13
Cross-frequency and iso-frequency estimation of functional corticomuscular coupling after stroke	12
EEG based cognitive task classification using multifractal detrended fluctuation analysis	12
Long-term predictions of current confirmed and dead cases of COVID-19 in China by the non-autonomous delayed epidemic models	11
A novel classification method for EEG-based motor imagery with narrow band spatial filters and deep convolutional neural network	11
Automated COVID-19 diagnosis and classification using convolutional neural network with fusion based feature extraction model	11
Brain connectivity analysis in fathers of children with autism	11
A brain-inspired compact cognitive mapping system	11
Enhancement of the neural response during 40 Hz auditory entrainment in closed-eye state in human prefrontal region	11
Hamilton energy balance and synchronization behaviors of two functional neurons	11
Hierarchical scale convolutional neural network for facial expression recognition	11
EEG-based brain functional connectivity representation using amplitude locking value for fatigue-driving recognition	11
EEG power spectral density in locked-in and completely locked-in state patients: a longitudinal study	11
A dynamics model of neuron-astrocyte network accounting for febrile seizures	10
Detections of bifurcation in a fractional-order Cohen-Grossberg neural network with multiple delays	10
Machine learning model for predicting Major Depressive Disorder using RNA-Seq data: optimization of classification approach	10
Filter bank temporally local canonical correlation analysis for short time window SSVEPs classification	10
The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system	10
Three-dimensional memristive Morris–Lecar model with magnetic induction effects and its FPGA implementation	10
Towards new concepts for a biological neuroscience of consciousness	10
A discrete Huber-Braun neuron model: from nodal properties to network performance	9
Closing the loop of DBS using the beta oscillations in cortex	9
Brain response to color stimuli: an EEG study with nonlinear approach	9

A novel index of functional connectivity: phase lag based on Wilcoxon signed rank test	9
2D dynamic analysis of the disturbances in the calcium neuronal model and its implications in neurodegenerative disease	9
Balanced difficulty task finder: an adaptive recommendation method for learning tasks based on the concept of state of flow	9
Hypofunction of directed brain network within alpha frequency band in depressive patients: a graph-theoretic analysis	8
A novel ternary pattern-based automatic psychiatric disorders classification using ECG signals	8
Machine learning models effectively distinguish attention-deficit/hyperactivity disorder using event-related potentials	8
Continuous theta-burst stimulation modulates resting-state EEG microstates in healthy subjects	8
Finite-/fixed-time synchronization for Cohen–Grossberg neural networks with discontinuous or continuous activations via periodically switching control	8
A neural network model of basal ganglia’s decision-making circuitry	8
Epileptic seizure focus detection from interictal electroencephalogram: a survey	8
Quantization synchronization of chaotic neural networks with time delay under event-triggered strategy	8
Vision as oculomotor reward: cognitive contributions to the dynamic control of saccadic eye movements	8
Oscillatory biomarkers of autism: evidence from the innate visual fear evoking paradigm	8
Complex dynamics of hair bundle of auditory nervous system (II): forced oscillations related to two cases of steady state	8
A review of research on neuromarketing using content analysis: key approaches and new avenues	8
Influence of various temporal recoding on pavlovian eyeblink conditioning in the cerebellum	8
The effects of repetitive transcranial magnetic stimulation and aerobic exercise on cognition, balance and functional brain networks in patients with Alzheimer's disease	8
A multi-stage dynamical fusion network for multimodal emotion recognition	8
Assessing cognitive load in adolescent and adult students using photoplethysmogram morphometrics	8
The neural dynamics associated with lexicality effect in reading single Chinese words, pseudo-words and non-words	7
Stability analysis of fractional order memristor synapse-coupled hopfield neural network with ring structure	7
Effects of double delays on bifurcation for a fractional-order neural network	7
How glutamatergic synapse loss affects the firing rhythm of DG-CA3 model related with Alzheimer’s disease	7
Investigation of electroencephalography variations of mental workload in the exposure of the psychoacoustic in both male and female groups	7
Population and individual firing behaviors in sparsely synchronized rhythms in the hippocampal dentate gyrus	7
A systematic review of physiological signals based driver drowsiness detection systems	7
A new biological central pattern generator model and its relationship with the motor units	7
Innovative Poincare’s plot asymmetry descriptors for EEG emotion recognition	7
Generalizable epileptic seizures prediction based on deep transfer learning	7
Fast fronto-parietal cortical dynamics of conflict detection and context updating in a flanker task	7
The time-varying networks of the wrist extension in post-stroke hemiplegic patients	7
Disynaptic effect of hilar cells on pattern separation in a spiking neural network of hippocampal dentate gyrus	7
RETRACTED ARTICLE: Brain tumor identification and classification of MRI images using data augmented support vector machine	7
Delay-dependent transitions of phase synchronization and coupling symmetry between neurons shaped by spike-timing-dependent plasticity	7
Effects of magnetic fields on stochastic resonance in Hodgkin-Huxley neuronal network driven by Gaussian noise and non-Gaussian noise	7
Preparatory delta phase response is correlated with naturalistic speech comprehension performance	7
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	7
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality	7
Changes in Brain Functional Network Connectivity in Adult Moyamoya Diseases	7
An ensemble approach for healthcare application and diagnosis using natural language processing	6
Investigation of global brain dynamics depending on emotion regulation strategies indicated by graph theoretical brain network measures at system level	6
Self, Me and I in the repertoire of spontaneously occurring altered states of Selfhood: eight neurophenomenological case study reports	6
Human factors engineering of BCI: an evaluation for satisfaction of BCI based on motor imagery	6
Modelling the relationships between EEG signals, movement kinematics and outcome in soccer kicking	6
Estimating brain effective connectivity from EEG signals of patients with autism disorder and healthy individuals by reducing volume conduction effect	6
A multi-modal brain–computer interface based on threshold discrimination and its application in wheelchair control	6
Feature hypergraph representation learning on spatial-temporal correlations for EEG emotion recognition	6
Geometrical features of lips using the properties of parabola for recognizing facial expression	6
Nonlinear mechanism for the enhanced bursting activities induced by fast inhibitory autapse and reduced activities by fast excitatory autapse	6
Alterations of resting-state Gamma frequency characteristics in aging and Alzheimer’s disease	6
Synaptic dendritic activity modulates the single synaptic event	6
Brain–computer interface method based on light-flashing and motion hybrid coding	6
Investigating the effect of age and gender of users on improving spirituality by using EEG	6
Setting the space for deliberation in decision-making	6
Autism spectrum disorder recognition based on multi-view ensemble learning with multi-site fMRI	6
Control of noise-induced coherent oscillations in three-neuron motifs	6
Large coefficient of variation of inter-spike intervals induced by noise current in the resonate-and-fire model neuron	6
A neuron model with nonlinear membranes	6
Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation	6
Non-additive activity modulation during a decision making task involving tactic selection	6
Anti-control of periodic firing in HR model in the aspects of position, amplitude and frequency	6