OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Neural Systems is 11. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Introduction	89
Response to the Discussion on S. Shirani, A. Valentin, G. Alarcon, F. Kazi and S. Sanei, Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation, Inter	78
Introduction	71
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	50
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	50
Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG	50
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	46
A Heterogeneous Attractor Model for Neural Dynamical mechanism of Movement Preparation	43
A Modified Long Short-Term Memory Cell	42
Synchronization Analysis In Epileptic EEG Signals Via State Transfer Networks Based On Visibility Graph Technique	38
Seizure Forecasting Using Long-Term Electroencephalography and Electrocardiogram Data	38
Impulsivity Classification Using EEG Power and Explainable Machine Learning	37
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	35
Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks	34
Cultural Differences in the Assessment of Synthetic Voices	30
A Novel State Space Model with Dynamic Graphic Neural Network for EEG Event Detection	30
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex	29
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	29
Scene Text Detection Based on Text Stroke Components	29
Detecting Connected Consciousness During Propofol-Induced Anesthesia Using EEG Based Brain Decoding	27
Hysteresis Modeling in Iron-Dominated Magnets Based on a Multi-Layered NARX Neural Network Approach	27
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	27
Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD	26
Arbitrary Scale Super-Resolution for Medical Images	25
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation	25

Human Silhouette and Skeleton Video Synthesis Through Wi-Fi Signals	24
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	23
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	23
Both Cross-Patient and Patient-Specific Seizure Detection Based on Self-Organizing Fuzzy Logic	23
A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems	23
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification	23
Striatum- and Cerebellum-Modulated Epileptic Networks Varying Across States with and without Interictal Epileptic Discharges	22
Unsupervised Domain Adaptive Dose Prediction via Cross-Attention Transformer and Target-Specific Knowledge Preservation	22
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning	22
Multiple-in-Single-Out Object Detector Leveraging Spiking Neural Membrane Systems and Multiple Transformers	21
VPNET: Variable Projection Networks	21
A Graph-Based Neural Approach to Linear Sum Assignment Problems	21
The 2024 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	21
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	21
A Stage-Wise Residual Attention Generation Adversarial Network for Mandibular Defect Repairing and Reconstruction	20
Dual-Modal Information Bottleneck Network for Seizure Detection	19
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	19
One-Dimensional Local Binary Pattern and Common Spatial Pattern Feature Fusion Brain Network for Central Neuropathic Pain	19
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	18
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer	18
Semi-Supervised Semantic Image Segmentation by Deep Diffusion Models and Generative Adversarial Networks	17
Robust Federated Learning for Heterogeneous Model and Data	17
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	17
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	17
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	16
Editorial: The Art of Editing a High Impact Scientific Journal — The Case of IJNS	16
Announcement: The 2021 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	16
A Delayed Spiking Neural Membrane System for Adaptive Nearest Neighbor-Based Density Peak Clustering	16
Author Index Volume 31 (2021)	16
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	15
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	15
Exploiting Textual Information for Fake News Detection	15
Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory	14
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity	14
Edge Detection Method Based on Nonlinear Spiking Neural Systems	13
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources	13
Discussion on S. Shirani, A. Valentin, G. Alarcon, F. Kazi and S. Sanei, Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation, International Journal	13
Deep Learning-Based Classification of Epileptic Electroencephalography Signals Using a Concentrated Time-Frequency Approach	13
Introduction	13
A Comparison of Conventional and Tri-Polar EEG Electrodes for Decoding Real and Imaginary Finger Movements from One Hand	12
Brain Network Organization Following Post-Stroke Neurorehabilitation	12
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	12
Transformer-Based Approach Via Contrastive Learning for Zero-Shot Detection	12
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	12
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis	12
SATEER: Subject-Aware Transformer for EEG-Based Emotion Recognition	12
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery	11
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	11
Combining EEG Features and Convolutional Autoencoder for Neonatal Seizure Detection	11
A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets	11

Edge Computing Transformers for Fall Detection in Older Adults	11
Epileptic Seizure Prediction Using Deep Transformer Model	11