International Journal of Neural Systems

Article	Citations
Scene Text Detection Based on Text Stroke Components	91
Introduction	76
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	64
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	58
A Multi-Class Intra-Trial Trajectory Analysis Technique to Visualize and Quantify Variability of Mental Imagery EEG Signals	53
Impulsivity Classification Using EEG Power and Explainable Machine Learning	46
Editorial — A Journal that Promotes Excellence Through Uncompromising Review Process: Reflection of Freedom of Speech and Scientific Publication	46
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	42
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
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	38
Edge Computing Transformers for Fall Detection in Older Adults	37
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	36
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	35
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	34
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	34
Minimal Neural Network Conditions for Encoding Future Interactions	33
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	31
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	31
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	31
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	30
An Enhanced Random Convolutional Kernel Transform for Diverse and Robust Feature Extraction from High-Density Surface Electromyograms for Cross-day Gesture Recognition	29
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	29
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	27
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	27

A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	27
Human Gait Activity Recognition Using Multimodal Sensors	27
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	26
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	26
Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding	26
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	26
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	24
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	24
Bridges Between Spiking Neural Membrane Systems and Virus Machines	23
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	23
Explainable End-to-End Seizure Prediction via Dynamic Multiscale Cross-Band Fusion Filter Network	23
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	22
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	22
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	22
Discriminative Power of Handwriting and Drawing Features in Depression	21
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	21
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	21
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	21
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models	20
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	19
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	18
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	18
An Evolutionary Attention-Based Network for Medical Image Classification	18
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	18
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	17
A Federated Learning Protocol for Spiking Neural Membrane Systems	17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	17
Closed-Loop Control of Epilepsy Based on Reinforcement Learning	17
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	17
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	17
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	17
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	16
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	16
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	15
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	15
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	15
Algorithm Recommendation and Performance Prediction Using Meta-Learning	15
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	15
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	15
Visually-Inspired Multimodal Iterative Attentional Network for High-Precision EEG—Eye-Movement Emotion Recognition	14
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	14
Efficient Hybrid Hierarchical Clustering with Incremental Silhouette Score for Large, Noisy Datasets	14
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	14
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	14
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	14
Introduction	14
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	14
Crowd Counting Using Meta-Test-Time Adaptation	13
Author Index: Volume 33 (2023)	13
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	13

Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals	13
Graph Embedding Comparator for Evolutionary Neural Architecture Search with Isomorphic Multi-Comparison	13
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	13
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	13
Analysis of fMRI Signals from Working Memory Tasks and Resting-State of Brain: Neutrosophic-Entropy-Based Clustering Algorithm	12
Epileptic EEG Classification via Graph Transformer Network	12
Lightweight Seizure Detection Based on Multi-Scale Channel Attention	12
A Multivariate Cloud Workload Prediction Method Integrating Convolutional Nonlinear Spiking Neural Model with Bidirectional Long Short-Term Memory	12
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation	12
Consensus-Based 3D View Generation from Noisy Images	12
Introduction	12
Mixture 2D Convolutions for 3D Medical Image Segmentation	12
A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI	12
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units	12
Brain Connectivity Variability Influences Anxiety Through the Behavioral Inhibition System	11
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention	11
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	11
Spiking Neural Membrane Systems with Adaptive Synaptic Time Delay	11
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	11
Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification	11
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion	11
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	11
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	10
Exploring the Effects of Emotional Sensory Stimuli on Modulating Driver Fatigue Via EEG-Based Spatial-Temporal Dynamic Analysis	10
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	10
Physiological Response in Children with Autism Spectrum Disorder (ASD) During Social Robot Interaction	10
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	10
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification	10
Dominant Classifier-assisted Hybrid Evolutionary Multi-objective Neural Architecture Search	10
Multi-Order Extension Codes for Palmprint Recognition	10
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	10
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery	10
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	10
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	10
Introduction	10
Exploiting Textual Information for Fake News Detection	10
An Experimental Study of Neural Approaches to Multi-Hop Inference in Question Answering	9
Announcement: The 2022 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	9
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals	9
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers	9
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model	9
An Explainable 3D-Deep Learning Model for EEG Decoding in Brain–Computer Interface Applications	9
Introduction	9
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography	9
First Longitudinal Study Using Binaural Beats on Parkinson Disease	9
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model	8
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks	8
ANNOUNCEMENT — The 2025 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	8
Effects of Emotional Olfactory Stimuli on Modulating Angry Driving Based on an EEG Connectivity Study	8
Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation	8
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States	8
Effect of Action Units, Viewpoint and Immersion on Emotion Recognition Using Dynamic Virtual Faces	8
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia	8
Introduction	8
Preface	8
Electroencephalography Decoding with Conditional Identification Generator	8
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior	8
Multimodal Covariance Network Reflects Individual Cognitive Flexibility	7
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
Data Compliance Utilization Method Based on Adaptive Differential Privacy and Federated Learning	7
Quantitative Assessment of Electroencephalogram Reactivity in Comatose Patients on Extracorporeal Membrane Oxygenation	7
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition	7
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation	7
Seizure Detection Based on Lightweight Inverted Residual Attention Network	7
Deep Learning Recognition of Paroxysmal Kinesigenic Dyskinesia Based on EEG Functional Connectivity	7
Using Virus Machines to Compute Pairing Functions	6
Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-Based Schizophrenia Detection	6
Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation	6
Classification of Low and High Schizotypy Levels via Evaluation of Brain Connectivity	6
Longitudinal Characterization of Compound Action Potentials in Chronic Vagus Nerve Recordings in MICE	6
Enhanced Informer Network for Stress Recognition and Classification via Spatial and Channel Attention Mechanisms	6
Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation	6
A Multimodal Fusion Approach for Human Activity Recognition	6
Estimating the Speed of Nearby Vehicles with a Single Onboard Camera by Smooth Kernel Regression	6
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer’s Disease	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
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification	5
Interactive EEG Emotion Recognition with Incremental Gaussian Processes	5
Post-Movement Beta Rebound for Longitudinal Monitoring of Motor Rehabilitation in Stroke Patients Using an Exoskeleton-Assisted Paradigm	5

Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer	5
One-Dimensional Local Binary Pattern and Common Spatial Pattern Feature Fusion Brain Network for Central Neuropathic Pain	5
Self-Supervised Image Segmentation Using Meta-Learning and Multi-Backbone Feature Fusion	5
Both Cross-Patient and Patient-Specific Seizure Detection Based on Self-Organizing Fuzzy Logic	5
Epileptic Seizure Detection from EEG Signals with Long Short-Term Memory-Transformer and Self-Supervised Learning	5