International Journal of Neural Systems

Article	Citations
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	89
Scene Text Detection Based on Text Stroke Components	74
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	61
Impulsivity Classification Using EEG Power and Explainable Machine Learning	57
A multi-class intra-trial trajectory analysis technique to visualize and quantify variability of mental imagery EEG signals	57
Introduction	51
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	43
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	43
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	40
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	38
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem	34
Author Index Volume 31 (2021)	34
Dynamic Regulation of the Serotonin–Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia	33
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	33
Edge Computing Transformers for Fall Detection in Older Adults	33
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	33
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	31
Minimal Neural Network Conditions for Encoding Future Interactions	29
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	29
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
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	28
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	27
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks	26
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	26

Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	26
Human Gait Activity Recognition Using Multimodal Sensors	26
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	26
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	26
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	25
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	25
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	24
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	23
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform	23
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	22
Bridges Between Spiking Neural Membrane Systems and Virus Machines	21
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model	21
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	19
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	19
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	19
An Evolutionary Attention-Based Network for Medical Image Classification	18
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	18
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	18
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	18
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models	18
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	18
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	17
Tiled Sparse Coding in Eigenspaces for Image Classification	17
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	17
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	17
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	17
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	17
Discriminative Power of Handwriting and Drawing Features in Depression	17
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	16
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	16
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	16
A Federated Learning Protocol for Spiking Neural Membrane Systems	16
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	16
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	15
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	15
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	15
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	15
Closed-Loop Control of Epilepsy Based on Reinforcement Learning	15
Algorithm Recommendation and Performance Prediction Using Meta-Learning	14
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	14
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	14
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
Visually-Inspired Multimodal Iterative Attentional Network for High-Precision EEG—Eye-Movement Emotion Recognition	14
Introduction	14
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	13
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	13
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	13
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	12

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

Enhanced Multitask Learning for Hash Code Generation of Palmprint Biometrics

6