International Journal of Neural Systems

Article	Citations
Scene Text Detection Based on Text Stroke Components	129
Introduction	73
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	58
A Multi-Class Intra-Trial Trajectory Analysis Technique to Visualize and Quantify Variability of Mental Imagery EEG Signals	48
Editorial — A Journal that Promotes Excellence Through Uncompromising Review Process: Reflection of Freedom of Speech and Scientific Publication	48
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	47
Impulsivity Classification Using EEG Power and Explainable Machine Learning	45
Spiking Neural Membrane Systems with Temporal Coding	45
Neuroimaging Biomarkers for Brain Disorder Diagnosis Using Advanced Learning Techniques	42
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	40
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	40
Dynamic Regulation of the Serotonin–Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia	39
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem	38
Edge Computing Transformers for Fall Detection in Older Adults	37
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	36
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	34
A Feasibility Study of Navigating Emotional States Using Real-Time Representational Similarity Analysis fMRI Neurofeedback	34
Dual-Stage Improvement with Domain Adaptation for Cross-Subject Epileptic Seizure Prediction	34
A Few-Layer Multilayer Perceptron is Worth Attention for EEG Classification in Rapid Serial Visual Presentation Task	33
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	33
An Attention-Gated Graph Spiking Neural Membrane System for Structure-Activity Relationship Prediction	31
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	31
An Enhanced Random Convolutional Kernel Transform for Diverse and Robust Feature Extraction from High-Density Surface Electromyograms for Cross-day Gesture Recognition	29
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	29
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	28

Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	27
Minimal Neural Network Conditions for Encoding Future Interactions	26
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	25
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	25
Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding	25
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	25
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	24
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	24
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	24
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	24
Human Gait Activity Recognition Using Multimodal Sensors	23
Enhancing Cross-Patient Seizure Detection with Test-Time Adaptation	22
Self-Adaptation Spiking Neural Membrane Systems with Neuromodulators	22
Explainable End-to-End Seizure Prediction via Dynamic Multiscale Cross-Band Fusion Filter Network	22
Enhancing Motor Imagery Decoding for Stroke Patients Using Data Augmentation and Transfer Learning	22
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	21
Bridges Between Spiking Neural Membrane Systems and Virus Machines	21
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	21
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	20
Comparative Screening of Alzheimer’s Disease, Lewy Body Dementia, and Frontotemporal Dementia Using miRNA and Machine Learning	20
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	20
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	20
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	20
Discriminative Power of Handwriting and Drawing Features in Depression	19
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	19
Unsupervised Convolutional Neural Networks Using Home Presence Sensors for Behavioural Anomaly Detection in Older Adults	19
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models	19
Network-Level Mechanisms of Sustained Recovery from Mental Fatigue Differentially Modulated by Acute Exercise and Rest	18
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	17
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	17
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	17
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	17
An Evolutionary Attention-Based Network for Medical Image Classification	17
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	17
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	16
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	16
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	16
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	16
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	16
A Federated Learning Protocol for Spiking Neural Membrane Systems	16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	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
Closed-Loop Control of Epilepsy Based on Reinforcement Learning	15
Efficient Hybrid Hierarchical Clustering with Incremental Silhouette Score for Large, Noisy Datasets	15
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	15
Pyramid Vision Transformer-Enhanced Conformer Network for Epileptic Seizure Recognition Using MultiChannel EEG Signals	14
Graph Embedding Comparator for Evolutionary Neural Architecture Search with Isomorphic Multi-Comparison	14
Algorithm Recommendation and Performance Prediction Using Meta-Learning	14

Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	14
Enhancing Exploration and Exploitation in Tumor Treatment Through Action-Guided Deep Reinforcement Learning	14
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	14
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	14
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	13
Crowd Counting Using Meta-Test-Time Adaptation	13
Large Pre-trained EEG Model for Electrical Status Epilepticus during Sleep Detection	13
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	13
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units	13
Author Index: Volume 33 (2023)	13
Epileptic EEG Classification via Graph Transformer Network	13
Unified Multi-Class Electroencephalogram Artifact Recognition Using Machine Learning Classifiers	13
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	13
Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals	13
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	13
Lightweight Seizure Detection Based on Multi-Scale Channel Attention	12
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation	12
Brain Connectivity Variability Influences Anxiety Through the Behavioral Inhibition System	12
Spiking Neural Membrane Systems with Adaptive Synaptic Time Delay	12
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	12
Consensus-Based 3D View Generation from Noisy Images	12
A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI	12
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention	12
Dominant Classifier-assisted Hybrid Evolutionary Multi-objective Neural Architecture Search	12
Mixture 2D Convolutions for 3D Medical Image Segmentation	12
Introduction	12
A Multivariate Cloud Workload Prediction Method Integrating Convolutional Nonlinear Spiking Neural Model with Bidirectional Long Short-Term Memory	12
Quantitative EEG Evidences Reveal an Effective Approach for Regulating Negative Emotions via Listening Mindfulness-Based Music	12
Exploring the Effects of Emotional Sensory Stimuli on Modulating Driver Fatigue via EEG-based Spatial-Temporal Dynamic Analysis	12
Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification	11
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	11
Introduction	11
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	11
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	11
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	11
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification	11
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	10
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	10
Multi-Order Extension Codes for Palmprint Recognition	9
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	9
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model	9
Exploiting Textual Information for Fake News Detection	9
Physiological Response in Children with Autism Spectrum Disorder (ASD) During Social Robot Interaction	9
Introduction	9
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	9
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia	8
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model	8
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals	8
First Longitudinal Study Using Binaural Beats on Parkinson Disease	8
An Explainable 3D-Deep Learning Model for EEG Decoding in Brain–Computer Interface Applications	8
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography	8
Effects of Emotional Olfactory Stimuli on Modulating Angry Driving Based on an EEG Connectivity Study	8
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers	8
Primary Visual Cortex Contributes to Color Constancy by Predicting Rather than Discounting the Illuminant	7
Preface	7
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior	7
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks	7
Seizure Detection Based on Lightweight Inverted Residual Attention Network	7
ANNOUNCEMENT — The 2025 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	7
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition	7
Introduction	7
Multimodal Covariance Network Reflects Individual Cognitive Flexibility	7
Estimating the Speed of Nearby Vehicles with a Single Onboard Camera by Smooth Kernel Regression	6
Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation	6
Progressive Disambiguation and Sycophancy Mitigation for Prompt Uncertainty in Generative AI	6
Effect of Action Units, Viewpoint and Immersion on Emotion Recognition Using Dynamic Virtual Faces	6
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation	6
Electroencephalography Decoding with Conditional Identification Generator	6
A Dual Soft Attention Network for Automatic Sleep Staging via Single-Lead Electrocardiogram Signals	6
Longitudinal Characterization of Compound Action Potentials in Chronic Vagus Nerve Recordings in Mice	6
Data Compliance Utilization Method Based on Adaptive Differential Privacy and Federated Learning	6
Exploring Cerebral and Cerebellar Blood Oxygenation-Level Dependent Activations During Visually Cued Alternating Hand and Foot Movements with 3T Multiband fMRI	6
Enhanced Multitask Learning for Hash Code Generation of Palmprint Biometrics	5
Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-Based Schizophrenia Detection	5
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer’s Disease	5
Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation	5
Enhanced Informer Network for Stress Recognition and Classification via Spatial and Channel Attention Mechanisms	5
A Deep Learning Framework for Efficient Online Decomposition of High-Density Surface Electromyogram into Motor Unit Spike Trains	5
Recurrent Processing Dynamics in Occluded Object Recognition Revealed by Electroencephalography and Deep Neural Networks	5
Deep Learning Recognition of Paroxysmal Kinesigenic Dyskinesia Based on EEG Functional Connectivity	5

Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification	5
Using Virus Machines to Compute Pairing Functions	5
Exploratory Study of Color Influence During an Academic Auditory Sustained Attention Test and the Implications for Educational Environments	5
Abnormal Temporal Variability Organization Associated with Compromised Verbal Memory and Psychotic Symptoms in Schizophrenia Patients and Their First-Degree Relatives	5
Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation	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
A Multimodal Fusion Approach for Human Activity Recognition	4
Epileptic Seizure Detection from EEG Signals with Long Short-Term Memory-Transformer and Self-Supervised Learning	4
A Novel State Space Model with Dynamic Graphic Neural Network for EEG Event Detection	4
Interactive EEG Emotion Recognition with Incremental Gaussian Processes	4
Post-Movement Beta Rebound for Longitudinal Monitoring of Motor Rehabilitation in Stroke Patients Using an Exoskeleton-Assisted Paradigm	4
Enhancing Epileptic Seizure Identification by Exploring Swin Transformer Integration within Conformer Architecture	4
Dual-Modal Information Bottleneck Network for Seizure Detection	4
Latent Space Projections and Atlases, a Cautionary Tale in Deep Neuroimaging using Autoencoders	4
Self-Supervised Image Segmentation Using Meta-Learning and Multi-Backbone Feature Fusion	4
Local-Contextual Feature Fusion Network Based on Nonlinear Spiking Neural Model for Semantic Segmentation of Remote Sensing Images	4
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer	4
One-Dimensional Local Binary Pattern and Common Spatial Pattern Feature Fusion Brain Network for Central Neuropathic Pain	4