OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Neural Systems is 12. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	90
Scene Text Detection Based on Text Stroke Components	75
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	64
Introduction	58
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	52
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	45
A Multi-Class Intra-Trial Trajectory Analysis Technique to Visualize and Quantify Variability of Mental Imagery EEG Signals	44
Impulsivity Classification Using EEG Power and Explainable Machine Learning	42
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	39
Dynamic Regulation of the Serotonin–Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia	35
Edge Computing Transformers for Fall Detection in Older Adults	35
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	35
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem	35
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	34
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	34
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	34
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	31
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	30
An Enhanced Random Convolutional Kernel Transform for Diverse and Robust Feature Extraction from High-Density Surface Electromyograms for Cross-day Gesture Recognition	30
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	30
Minimal Neural Network Conditions for Encoding Future Interactions	30
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	28
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	28
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	27
Human Gait Activity Recognition Using Multimodal Sensors	27

Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks	26
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	26
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	26
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	26
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	26
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	25
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	23
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	23
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	22
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	22
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	22
Bridges Between Spiking Neural Membrane Systems and Virus Machines	22
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	21
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	20
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	19
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	19
Discriminative Power of Handwriting and Drawing Features in Depression	18
An Evolutionary Attention-Based Network for Medical Image Classification	18
Tiled Sparse Coding in Eigenspaces for Image Classification	18
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	18
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	18
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	18
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models	18
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	17
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	17
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	17
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	17
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	17
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	16
Algorithm Recommendation and Performance Prediction Using Meta-Learning	16
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	16
Closed-Loop Control of Epilepsy Based on Reinforcement Learning	16
A Federated Learning Protocol for Spiking Neural Membrane Systems	16
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	16
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	15
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	15
Introduction	15
Visually-Inspired Multimodal Iterative Attentional Network for High-Precision EEG—Eye-Movement Emotion Recognition	15
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	14
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	14
Efficient Hybrid Hierarchical Clustering with Incremental Silhouette Score for Large, Noisy Datasets	14
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	14
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	14
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	13
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	13
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	13
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	13
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	13
Consensus-Based 3D View Generation from Noisy Images	12

Author Index: Volume 33 (2023)	12
Lightweight Seizure Detection Based on Multi-Scale Channel Attention	12
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	12
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	12
Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals	12
Crowd Counting Using Meta-Test-Time Adaptation	12
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units	12
Epileptic EEG Classification via Graph Transformer Network	12