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 2020-04-01 to 2024-04-01.)

Article	Citations
Complex networks and deep learning for EEG signal analysis	89
Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach	87
EEG-based emotion recognition using 4D convolutional recurrent neural network	83
Detecting prostate cancer using deep learning convolution neural network with transfer learning approach	72
Electromagnetic induction effects on electrical activity within a memristive Wilson neuron model	57
Energy dependence on discharge mode of Izhikevich neuron driven by external stimulus under electromagnetic induction	48
Complex bifurcation analysis and synchronization optimal control for Hindmarsh–Rose neuron model under magnetic flow effect	48
Extreme multistability and phase synchronization in a heterogeneous bi-neuron Rulkov network with memristive electromagnetic induction	45
Automated detection of schizophrenia using optimal wavelet-based $$l_1$$ norm features extracted from single-channel EEG	44
Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface	41
LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals	37
Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons	37
Identifying COVID-19 by using spectral analysis of cough recordings: a distinctive classification study	35
4D attention-based neural network for EEG emotion recognition	34
Artificial intelligence enabled intrusion detection systems for cognitive cyber-physical systems in industry 4.0 environment	33
A dynamic center and multi threshold point based stable feature extraction network for driver fatigue detection utilizing EEG signals	32
Ionic channel blockage in stochastic Hodgkin–Huxley neuronal model driven by multiple oscillatory signals	30
Classification of ASD based on fMRI data with deep learning	28
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	26
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	23
Study of EEG microstates in Parkinson’s disease: a potential biomarker?	22
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals	22

Aperiodic stochastic resonance in neural information processing with Gaussian colored noise	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
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
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals	17
A dynamical model for the basal ganglia-thalamo-cortical oscillatory activity and its implications in Parkinson’s disease	17
Construction of embedded fMRI resting-state functional connectivity networks using manifold learning	16
Energy features in spontaneous up and down oscillations	16
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
Gamma rhythms in the visual cortex: functions and mechanisms	15
Model-based optogenetic stimulation to regulate beta oscillations in Parkinsonian neural networks	15
Dependency analysis of frequency and strength of gamma oscillations on input difference between excitatory and inhibitory neurons	15
A novel facial attractiveness evaluation system based on face shape, facial structure features and skin	15
Evaluation of color modulation in visual P300-speller using new stimulus patterns	15
The glutamatergic synapse: a complex machinery for information processing	14
Dynamics analysis of the hippocampal neuronal model subjected to cholinergic action related with Alzheimer’s disease	14
Functional neuronal networks reveal emotional processing differences in children with ADHD	14
Study of disorders in regulatory spatiotemporal neurodynamics of calcium and nitric oxide	14
Biophysical mechanism of the interaction between default mode network and working memory network	14
Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression	14
A new evolutionary preprocessing approach for classification of mental arithmetic based EEG signals	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
Characterizing the brain’s dynamical response from scalp-level neural electrical signals: a review of methodology development	13
Chaotic time series prediction using phase space reconstruction based conceptor network	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	12
Analysis of complexity and dynamic functional connectivity based on resting-state EEG in early Parkinson’s disease patients with mild cognitive impairment	12
Rehabilitation of motor function in children with cerebral palsy based on motor imagery	12
Cross-frequency and iso-frequency estimation of functional corticomuscular coupling after stroke	12
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
Brain connectivity analysis in fathers of children with autism	11
Three-dimensional memristive Morris–Lecar model with magnetic induction effects and its FPGA implementation	10
EEG power spectral density in locked-in and completely locked-in state patients: a longitudinal study	10
A dynamics model of neuron-astrocyte network accounting for febrile seizures	10
Automated COVID-19 diagnosis and classification using convolutional neural network with fusion based feature extraction model	10
Hamilton energy balance and synchronization behaviors of two functional neurons	10
A novel classification method for EEG-based motor imagery with narrow band spatial filters and deep convolutional neural network	10
EEG-based brain functional connectivity representation using amplitude locking value for fatigue-driving recognition	10
Towards new concepts for a biological neuroscience of consciousness	10
The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system	9
Brain response to color stimuli: an EEG study with nonlinear approach	9
Balanced difficulty task finder: an adaptive recommendation method for learning tasks based on the concept of state of flow	9
A novel quality prediction model for component based software system using ACO–NM optimized extreme learning machine	9
2D dynamic analysis of the disturbances in the calcium neuronal model and its implications in neurodegenerative disease	9

Hierarchical scale convolutional neural network for facial expression recognition	9
Filter bank temporally local canonical correlation analysis for short time window SSVEPs classification	9
A discrete Huber-Braun neuron model: from nodal properties to network performance	9
Machine learning model for predicting Major Depressive Disorder using RNA-Seq data: optimization of classification approach	9
A novel index of functional connectivity: phase lag based on Wilcoxon signed rank test	9
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 neural network model of basal ganglia’s decision-making circuitry	8
Finite-/fixed-time synchronization for Cohen–Grossberg neural networks with discontinuous or continuous activations via periodically switching control	8
Influence of various temporal recoding on pavlovian eyeblink conditioning in the cerebellum	8
Assessing cognitive load in adolescent and adult students using photoplethysmogram morphometrics	8
Oscillatory biomarkers of autism: evidence from the innate visual fear evoking paradigm	8
A review of research on neuromarketing using content analysis: key approaches and new avenues	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
Complex dynamics of hair bundle of auditory nervous system (II): forced oscillations related to two cases of steady state	8
Continuous theta-burst stimulation modulates resting-state EEG microstates in healthy subjects	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
Hypofunction of directed brain network within alpha frequency band in depressive patients: a graph-theoretic analysis	7
Delay-dependent transitions of phase synchronization and coupling symmetry between neurons shaped by spike-timing-dependent plasticity	7
A multi-stage dynamical fusion network for multimodal emotion recognition	7
Fast fronto-parietal cortical dynamics of conflict detection and context updating in a flanker task	7
Population and individual firing behaviors in sparsely synchronized rhythms in the hippocampal dentate gyrus	7
Changes in Brain Functional Network Connectivity in Adult Moyamoya Diseases	7
Vision as oculomotor reward: cognitive contributions to the dynamic control of saccadic eye movements	7
Innovative Poincare’s plot asymmetry descriptors for EEG emotion recognition	7
TOXGB: Teamwork Optimization Based XGBoost model for early identification of post-traumatic stress disorder	7
Closing the loop of DBS using the beta oscillations in cortex	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
RETRACTED ARTICLE: Brain tumor identification and classification of MRI images using data augmented support vector machine	7
Detections of bifurcation in a fractional-order Cohen-Grossberg neural network with multiple delays	7
How glutamatergic synapse loss affects the firing rhythm of DG-CA3 model related with Alzheimer’s disease	7
The time-varying networks of the wrist extension in post-stroke hemiplegic patients	7
Self, Me and I in the repertoire of spontaneously occurring altered states of Selfhood: eight neurophenomenological case study reports	6
Nonlinear mechanism for the enhanced bursting activities induced by fast inhibitory autapse and reduced activities by fast excitatory autapse	6
Preparatory delta phase response is correlated with naturalistic speech comprehension performance	6
Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation	6
Disynaptic effect of hilar cells on pattern separation in a spiking neural network of hippocampal dentate gyrus	6
Investigating the effect of age and gender of users on improving spirituality by using EEG	6
An ensemble approach for healthcare application and diagnosis using natural language processing	6
A systematic review of physiological signals based driver drowsiness detection systems	6
The neural dynamics associated with lexicality effect in reading single Chinese words, pseudo-words and non-words	6
Control of noise-induced coherent oscillations in three-neuron motifs	6
Human factors engineering of BCI: an evaluation for satisfaction of BCI based on motor imagery	6
Alterations of resting-state Gamma frequency characteristics in aging and Alzheimer’s disease	6
Modelling the relationships between EEG signals, movement kinematics and outcome in soccer kicking	6
Brain–computer interface method based on light-flashing and motion hybrid coding	6
Anti-control of periodic firing in HR model in the aspects of position, amplitude and frequency	6
A new biological central pattern generator model and its relationship with the motor units	6
Investigation of global brain dynamics depending on emotion regulation strategies indicated by graph theoretical brain network measures at system level	6
Effects of magnetic fields on stochastic resonance in Hodgkin-Huxley neuronal network driven by Gaussian noise and non-Gaussian noise	6
Generalizable epileptic seizures prediction based on deep transfer learning	6
Synaptic dendritic activity modulates the single synaptic event	6
Investigation of electroencephalography variations of mental workload in the exposure of the psychoacoustic in both male and female groups	6
Prediction of numbers of the accumulative confirmed patients (NACP) and the plateau phase of 2019-nCoV in China	6
Setting the space for deliberation in decision-making	6
Geometrical features of lips using the properties of parabola for recognizing facial expression	6