OOIR: Observatory of International Research

Papers

(The median citation count of International Journal of Neural Systems 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 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
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
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
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
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	34
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	31
Minimal Neural Network Conditions for Encoding Future Interactions	30
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
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
Human Gait Activity Recognition Using Multimodal Sensors	27
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	27

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
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
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	25
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	23
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	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
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	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
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
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
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
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
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
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	16
Algorithm Recommendation and Performance Prediction Using Meta-Learning	16
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
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	15
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
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
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
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	13
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	13
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
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
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation	11
A Multivariate Cloud Workload Prediction Method Integrating Convolutional Nonlinear Spiking Neural Model with Bidirectional Long Short-Term Memory	11
Analysis of fMRI Signals from Working Memory Tasks and Resting-State of Brain: Neutrosophic-Entropy-Based Clustering Algorithm	11
Spiking Neural Membrane Systems with Adaptive Synaptic Time Delay	11
A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI	11
Mixture 2D Convolutions for 3D Medical Image Segmentation	11
Brain Connectivity Variability Influences Anxiety Through the Behavioral Inhibition System	11
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention	11
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion	11
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	10
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	10
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification	10
Multi-Order Extension Codes for Palmprint Recognition	10
Dominant Classifier-assisted Hybrid Evolutionary Multi-objective Neural Architecture Search	10
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	10
Physiological response in children with Autism Spectrum Disorder (ASD) during social robot interaction	10
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	10
Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification	10
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	10
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	10
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	10
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery	9
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia	9
Introduction	9
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography	9
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	9
First Longitudinal Study Using Binaural Beats on Parkinson Disease	9
An Experimental Study of Neural Approaches to Multi-Hop Inference in Question Answering	9
An Explainable 3D-Deep Learning Model for EEG Decoding in Brain–Computer Interface Applications	9
Introduction	9
Exploiting Textual Information for Fake News Detection	9
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model	9
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers	9
Announcement: The 2022 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	9
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	9
Effects of Emotional Olfactory Stimuli on Modulating Angry Driving Based on an EEG Connectivity Study	8
Data Compliance Utilization Method Based on Adaptive Differential Privacy and Federated Learning	8
Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation	8
Seizure Detection Based on Lightweight Inverted Residual Attention Network	8
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals	8
Introduction	8
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States	8
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition	8
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior	8
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model	8
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation	8
Multimodal Covariance Network Reflects Individual Cognitive Flexibility	8
Effect of Action Units, Viewpoint and Immersion on Emotion Recognition Using Dynamic Virtual Faces	8
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features	7
Enhanced Multitask Learning for Hash Code Generation of Palmprint Biometrics	7
Estimating the Speed of Nearby Vehicles with a Single Onboard Camera by Smooth Kernel Regression	7
Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation	7
Electroencephalography Decoding with Conditional Identification Generator	7
Quantitative Assessment of Electroencephalogram Reactivity in Comatose Patients on Extracorporeal Membrane Oxygenation	7
A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems	7
Deep Learning Recognition of Paroxysmal Kinesigenic Dyskinesia Based on EEG Functional Connectivity	7
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer’s Disease	7
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks	7
Using Virus Machines to Compute Pairing Functions	7
Enhanced Informer Network for Stress Recognition and Classification via Spatial and Channel Attention Mechanisms	7
Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-Based Schizophrenia Detection	7
Both Cross-Patient and Patient-Specific Seizure Detection Based on Self-Organizing Fuzzy Logic	6
A Multimodal Fusion Approach for Human Activity Recognition	6
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification	6
Interactive EEG Emotion Recognition with Incremental Gaussian Processes	6
Kuramoto Model-Based Analysis Reveals Oxytocin Effects on Brain Network Dynamics	6
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer	6
Classification of Low and High Schizotypy Levels via Evaluation of Brain Connectivity	6
Enhancing Prediction of Forelimb Movement Trajectory through a Calibrating-Feedback Paradigm Incorporating RAT Primary Motor and Agranular Cortical Ensemble Activity in the Goal-Directed Reaching Task	6
Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation	6
Self-Supervised Image Segmentation Using Meta-Learning and Multi-Backbone Feature Fusion	6