OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Neural Systems is 14. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Scene Text Detection Based on Text Stroke Components	104
Introduction	72
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	57
Editorial — A Journal that Promotes Excellence Through Uncompromising Review Process: Reflection of Freedom of Speech and Scientific Publication	54
A Multi-Class Intra-Trial Trajectory Analysis Technique to Visualize and Quantify Variability of Mental Imagery EEG Signals	47
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	46
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	46
Spiking Neural Membrane Systems with Temporal Coding	43
Impulsivity Classification Using EEG Power and Explainable Machine Learning	43
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	42
Dynamic Regulation of the Serotonin–Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia	42
Edge Computing Transformers for Fall Detection in Older Adults	39
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem	39
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	38
A Feasibility Study of Navigating Emotional States Using Real-Time Representational Similarity Analysis fMRI Neurofeedback	37
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	36
Minimal Neural Network Conditions for Encoding Future Interactions	36
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	34
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	33
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	32
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	31
An Enhanced Random Convolutional Kernel Transform for Diverse and Robust Feature Extraction from High-Density Surface Electromyograms for Cross-day Gesture Recognition	31
An Attention-Gated Graph Spiking Neural Membrane System for Structure-Activity Relationship Prediction	31
A Few-Layer Multilayer Perceptron is Worth Attention for EEG Classification in Rapid Serial Visual Presentation Task	30
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	30

Dual-Stage Improvement with Domain Adaptation for Cross-Subject Epileptic Seizure Prediction	29
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	29
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	28
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	28
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	27
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	27
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	25
Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding	25
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	25
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	24
Human Gait Activity Recognition Using Multimodal Sensors	24
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	23
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	23
Self-Adaptation Spiking Neural Membrane Systems with Neuromodulators	23
Bridges Between Spiking Neural Membrane Systems and Virus Machines	23
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	22
Explainable End-to-End Seizure Prediction via Dynamic Multiscale Cross-Band Fusion Filter Network	22
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	21
Enhancing Cross-Patient Seizure Detection with Test-Time Adaptation	21
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	20
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	20
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	20
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	19
An Evolutionary Attention-Based Network for Medical Image Classification	19
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models	19
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	19
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	19
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	19
Unsupervised Convolutional Neural Networks Using Home Presence Sensors for Behavioural Anomaly Detection in Older Adults	18
Network-Level Mechanisms of Sustained Recovery from Mental Fatigue Differentially Modulated by Acute Exercise and Rest	18
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	18
Discriminative Power of Handwriting and Drawing Features in Depression	18
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	18
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	17
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	17
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	16
Introduction	16
A Federated Learning Protocol for Spiking Neural Membrane Systems	16
Closed-Loop Control of Epilepsy Based on Reinforcement Learning	16
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	16
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	16
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	15
Efficient Hybrid Hierarchical Clustering with Incremental Silhouette Score for Large, Noisy Datasets	15
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	15
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	15
Enhancing Exploration and Exploitation in Tumor Treatment Through Action-Guided Deep Reinforcement Learning	15
Visually-Inspired Multimodal Iterative Attentional Network for High-Precision EEG—Eye-Movement Emotion Recognition	15
Pyramid Vision Transformer-Enhanced Conformer Network for Epileptic Seizure Recognition Using Multi-Channel EEG Signals	14
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	14

Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	14
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units	14
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	14
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	14
Crowd Counting Using Meta-Test-Time Adaptation	14
Algorithm Recommendation and Performance Prediction Using Meta-Learning	14
Graph Embedding Comparator for Evolutionary Neural Architecture Search with Isomorphic Multi-Comparison	14
Author Index: Volume 33 (2023)	14
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	14