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	86
Scene Text Detection Based on Text Stroke Components	73
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	71
Impulsivity Classification Using EEG Power and Explainable Machine Learning	61
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	56
Introduction	52
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	50
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	42
Edge Computing Transformers for Fall Detection in Older Adults	42
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem	40
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	38
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
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	32
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	32
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	30
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	30
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	30
Minimal Neural Network Conditions for Encoding Future Interactions	30
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	29
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	28
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	28
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	27
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals	27

Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks	27
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform	26
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	26
Human Gait Activity Recognition Using Multimodal Sensors	26
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	26
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	25
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	24
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	24
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	24
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	23
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	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
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	22
Bridges Between Spiking Neural Membrane Systems and Virus Machines	22
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	22
An Evolutionary Attention-Based Network for Medical Image Classification	20
Tiled Sparse Coding in Eigenspaces for Image Classification	20
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	19
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	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
Discriminative Power of Handwriting and Drawing Features in Depression	18
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	18
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
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
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex	17
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	16
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity	16
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation	16
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	16
Closed-Loop Control of Epilepsy Based on Reinforcement Learning	15
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	15
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	15
A Federated Learning Protocol for Spiking Neural Membrane Systems	15
Introduction	15
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	15
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	15
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	15
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	14
Visually-Inspired Multimodal Iterative Attentional Network for High-Precision EEG–Eye-Movement Emotion Recognition	14
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	14
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	14
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	14
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	14
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	14
Algorithm Recommendation and Performance Prediction Using Meta-Learning	14

Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning	13
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	13
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion	13
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification	13
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	13
Lightweight Seizure Detection Based on Multi-Scale Channel Attention	12
Author Index: Volume 33 (2023)	12
Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals	12
Crowd Counting Using Meta-Test-Time Adaptation	12
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
Analysis of fMRI Signals from Working Memory Tasks and Resting-State of Brain: Neutrosophic-Entropy-Based Clustering Algorithm	11
A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI	11
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units	11
Consensus-Based 3D View Generation from Noisy Images	11
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention	10
Spiking Neural Membrane Systems with Adaptive Synaptic Time Delay	10
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	10
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion	10
Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification	10
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	10
Brain Connectivity Variability Influences Anxiety Through the Behavioral Inhibition System	10
Mixture 2D Convolutions for 3D Medical Image Segmentation	10
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	10
A Multivariate Cloud Workload Prediction Method Integrating Convolutional Nonlinear Spiking Neural Model with Bidirectional Long Short-Term Memory	10
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification	9
Multi-Order Extension Codes for Palmprint Recognition	9
Introduction	9
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	9
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	9
Physiological response in children with Autism Spectrum Disorder (ASD) during social robot interaction	9
Exploiting Textual Information for Fake News Detection	9
Editorial: The Art of Editing a High Impact Scientific Journal — The Case of IJNS	9
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	9
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	9
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	9
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	9
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery	9
Dominant Classifier-assisted Hybrid Evolutionary Multi-objective Neural Architecture Search	9
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography	8
First Longitudinal Study Using Binaural Beats on Parkinson Disease	8
Introduction	8
An explainable 3D-Deep Learning Model for EEG Decoding in Brain Computer Interface Applications	8
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model	8
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers	8
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model	8
An Experimental Study of Neural Approaches to Multi-Hop Inference in Question Answering	8
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals	8
Announcement: The 2022 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	8
Epileptic Seizure Prediction Using Deep Transformer Model	8
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia	8
Effects of Emotional Olfactory Stimuli on Modulating Angry Driving Based on an EEG Connectivity Study	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
Seizure Detection Based on Lightweight Inverted Residual Attention Network	7
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation	7
Quantitative Assessment of Electroencephalogram Reactivity in Comatose Patients on Extracorporeal Membrane Oxygenation	7
Data Compliance Utilization Method Based on Adaptive Differential Privacy and Federated Learning	7
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features	7
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior	7
Multimodal Covariance Network Reflects Individual Cognitive Flexibility	7
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks	7
A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems	7
Effect of Action Units, Viewpoint and Immersion on Emotion Recognition Using Dynamic Virtual Faces	7
Introduction	7
Electroencephalography Decoding with Conditional Identification Generator	7
Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation	7
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer’s Disease	7
Editorial: Celebration of the 30th Anniversary of IJNS	6
Deep Learning Recognition of Paroxysmal Kinesigenic Dyskinesia Based on EEG Functional Connectivity	6
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification	6
One-Dimensional Local Binary Pattern and Common Spatial Pattern Feature Fusion Brain Network for Central Neuropathic Pain	6
Classification of Low and High Schizotypy Levels via Evaluation of Brain Connectivity	6
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer	6
Enhanced Multitask Learning for Hash Code Generation of Palmprint Biometrics	6
Wavelet Transform, Reconstructed Phase Space, and Deep Learning Neural Networks for EEG-Based Schizophrenia Detection	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
Kuramoto Model-Based Analysis Reveals Oxytocin Effects on Brain Network Dynamics	6
Interactive EEG Emotion Recognition with Incremental Gaussian Processes	6

Using Virus Machines to Compute Pairing Functions	6
Separating Inhibitory and Excitatory Responses of Epileptic Brain to Single-Pulse Electrical Stimulation	6
A Multimodal Fusion Approach for Human Activity Recognition	6
Self-Supervised Image Segmentation Using Meta-Learning and Multi-Backbone Feature Fusion	6
Dual-Modal Information Bottleneck Network for Seizure Detection	6