OOIR: Observatory of International Research

Papers

(The median citation count of International Journal of Neural Systems is 5. 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 2021-05-01 to 2025-05-01.)

Article	Citations
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	90
Introduction	79
Scene Text Detection Based on Text Stroke Components	72
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	62
Impulsivity Classification Using EEG Power and Explainable Machine Learning	53
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	50
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	50
Hysteresis Modeling in Iron-Dominated Magnets Based on a Multi-Layered NARX Neural Network Approach	48
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	47
Author Index Volume 31 (2021)	43
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	42
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	39
Edge Computing Transformers for Fall Detection in Older Adults	39
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	38
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder	38
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	34
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	33
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	30
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	30
Minimal Neural Network Conditions for Encoding Future Interactions	29
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	29
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	28
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	28
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals	26
Generation of Chow Parameters and Reduced Variables Through Nearest Neighbor Relations in Threshold Networks	26

Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform	25
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	25
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	25
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	25
Human Gait Activity Recognition Using Multimodal Sensors	25
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	24
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks	24
A Neurorobotic Embodiment for Exploring the Dynamical Interactions of a Spiking Cerebellar Model and a Robot Arm During Vision-Based Manipulation Tasks	23
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	23
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	23
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	22
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	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
Time–Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis	21
Tiled Sparse Coding in Eigenspaces for Image Classification	21
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	21
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	19
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	19
Discriminative Power of Handwriting and Drawing Features in Depression	19
An Evolutionary Attention-Based Network for Medical Image Classification	18
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	18
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	18
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	18
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	17
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation	17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	17
Detecting Connected Consciousness During Propofol-Induced Anesthesia Using EEG Based Brain Decoding	17
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex	17
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	17
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	16
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning	16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	16
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis	15
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	15
A Comparison of Conventional and Tri-Polar EEG Electrodes for Decoding Real and Imaginary Finger Movements from One Hand	14
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity	14
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	14
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	14
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	13
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	13
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	13
A Federated Learning Protocol for Spiking Neural Membrane Systems	13
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	13
Introduction	13
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	12
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	12
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	12
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	12
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	12

Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	12
Algorithm Recommendation and Performance Prediction Using Meta-Learning	12
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	12
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	12
Brain Computer Interfaces for Assisted Communication in Paralysis and Quality of Life	11
Author Index: Volume 33 (2023)	11
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units	11
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	11
Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals	11
Spiking Neural Membrane Systems with Adaptive Synaptic Time Delay	10
Crowd Counting Using Meta-Test-Time Adaptation	10
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation	10
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion	10
A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI	10
Lightweight Seizure Detection Based on Multi-Scale Channel Attention	10
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention	10
Epileptic EEG Classification via Graph Transformer Network	10
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	9
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	9
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	9
Exploiting Textual Information for Fake News Detection	9
Mixture 2D Convolutions for 3D Medical Image Segmentation	9
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification	9
Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification	9
Editorial: The Art of Editing a High Impact Scientific Journal — The Case of IJNS	9
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources	9
Analysis of fMRI Signals from Working Memory Tasks and Resting-State of Brain: Neutrosophic-Entropy-Based Clustering Algorithm	9
Seizure Forecasting Using Long-Term Electroencephalography and Electrocardiogram Data	9
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	9
Introduction	9
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	9
Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain–Computer Interfaces	8
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	8
An Experimental Study of Neural Approaches to Multi-Hop Inference in Question Answering	8
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	8
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	8
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery	8
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers	8
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	8
Epileptic Seizure Prediction Using Deep Transformer Model	8
Announcement: The 2022 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	8
Effect of Action Units, Viewpoint and Immersion on Emotion Recognition Using Dynamic Virtual Faces	7
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography	7
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model	7
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features	7
Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG	7
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals	7
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia	7
Introduction	7
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model	7
Effects of Emotional Olfactory Stimuli on Modulating Angry Driving Based on an EEG Connectivity Study	7
First Longitudinal Study Using Binaural Beats on Parkinson Disease	7
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks	6
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition	6
Using Virus Machines to Compute Pairing Functions	6
Electroencephalography Decoding with Conditional Identification Generator	6
Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation	6
Multimodal Covariance Network Reflects Individual Cognitive Flexibility	6
A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power	6
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior	6
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation	6
Seizure Detection Based on Lightweight Inverted Residual Attention Network	6
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States	6
A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems	5
Enhanced Multitask Learning for Hash Code Generation of Palmprint Biometrics	5
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification	5
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	5
Kuramoto Model-Based Analysis Reveals Oxytocin Effects on Brain Network Dynamics	5
Editorial: Celebration of the 30th Anniversary of IJNS	5
Deep Learning Recognition of Paroxysmal Kinesigenic Dyskinesia Based on EEG Functional Connectivity	5
Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-Based Schizophrenia Detection	5
Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation	5
Self-Supervised Image Segmentation Using Meta-Learning and Multi-Backbone Feature Fusion	5
Quantitative Assessment of Electroencephalogram Reactivity in Comatose Patients on Extracorporeal Membrane Oxygenation	5
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer’s Disease	5
Classification of Low and High Schizotypy Levels via Evaluation of Brain Connectivity	5
A Multimodal Fusion Approach for Human Activity Recognition	5
Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation	5