International Journal of Neural Systems

Article	Citations
Impulsivity Classification Using EEG Power and Explainable Machine Learning	83
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	66
Introduction	60
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation	57
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	55
Scene Text Detection Based on Text Stroke Components	52
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	52
Matrix Representation of Virus Machines and an application to the discrete logarithm problem	46
Edge Computing Transformers for Fall Detection in Older Adults	41
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	40
Author Index Volume 31 (2021)	38
Dynamic Regulation of the Serotonin–Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia	36
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	34
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
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder	30
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	29
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients	29
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	28
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	28
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	27
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	27
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	27
Minimal Neural Network Conditions for Encoding Future Interactions	27
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection	26

Generation of Chow Parameters and Reduced Variables Through Nearest Neighbor Relations in Threshold Networks	26
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks	26
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	25
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals	25
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network	24
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations	24
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform	24
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence	23
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions	23
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism	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
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer	22
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data	22
Human Gait Activity Recognition Using Multimodal Sensors	22
Bridges Between Spiking Neural Membrane Systems and Virus Machines	22
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection	21
Tiled Sparse Coding in Eigenspaces for Image Classification	21
Discriminative Power of Handwriting and Drawing Features in Depression	20
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals	20
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation	19
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems	18
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction	18
An Evolutionary Attention-Based Network for Medical Image Classification	17
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	17
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex	17
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis	17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	17
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems	17
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation	17
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	16
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex	16
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	16
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity	15
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis	15
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	14
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity	14
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	14
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	14
A Federated Learning Protocol for Spiking Neural Membrane Systems	14
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	14
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	14
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	14
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	14
Algorithm Recommendation and Performance Prediction Using Meta-Learning	14
Introduction	14
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	14
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	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

Brain Computer Interfaces for Assisted Communication in Paralysis and Quality of Life	13
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data	13
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels	13
Crowd Counting Using Meta-Test-Time Adaptation	12
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	12
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
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation	11
Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals	11
Lightweight Seizure Detection Based on Multi-Scale Channel Attention	11
Author Index: Volume 33 (2023)	11
Mixture 2D Convolutions for 3D Medical Image Segmentation	11
Epileptic EEG Classification via Graph Transformer Network	11
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units	11
Analysis of fMRI Signals from Working Memory Tasks and Resting-State of Brain: Neutrosophic-Entropy-Based Clustering Algorithm	10
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	10
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	10
Enhanced Graph Attention Network by Integrating Transformer for Epileptic EEG Identification	10
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention	10
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	10
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	10
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	10
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion	10
Spiking Neural Membrane Systems with Adaptive Synaptic Time Delay	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
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	9
Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain–Computer Interfaces	9
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	9
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery	9
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources	9
Exploiting Textual Information for Fake News Detection	9
Multi-Order Extension Codes for Palmprint Recognition	9
Editorial: The Art of Editing a High Impact Scientific Journal — The Case of IJNS	8
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals	8
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model	8
Epileptic Seizure Prediction Using Deep Transformer Model	8
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	8
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia	8
An Experimental Study of Neural Approaches to Multi-Hop Inference in Question Answering	8
Introduction	8
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	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
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model	7
Introduction	7
Seizure Detection Based on Lightweight Inverted Residual Attention Network	7
Electroencephalography Decoding with Conditional Identification Generator	7
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States	7
First Longitudinal Study Using Binaural Beats on Parkinson Disease	7
Announcement: The 2022 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	7
Effect of Action Units, Viewpoint and Immersion on Emotion Recognition Using Dynamic Virtual Faces	7
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior	7
Multimodal Covariance Network Reflects Individual Cognitive Flexibility	7
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers	7
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features	7
Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition	7
Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation	7
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation	7
Classification of Low and High Schizotypy Levels via Evaluation of Brain Connectivity	6
Quantitative Assessment of Electroencephalogram Reactivity in Comatose Patients on Extracorporeal Membrane Oxygenation	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
Self-Supervised Image Segmentation Using Meta-Learning and Multi-Backbone Feature Fusion	6
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks	6
Deep Learning Recognition of Paroxysmal Kinesigenic Dyskinesia Based on EEG Functional Connectivity	6
Using Virus Machines to Compute Pairing Functions	6
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification	6
A Multimodal Fusion Approach for Human Activity Recognition	6
Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation	6
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer’s Disease	6
A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems	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
Editorial: Celebration of the 30th Anniversary of IJNS	6
Interactive EEG Emotion Recognition with Incremental Gaussian Processes	5
Both Cross-Patient and Patient-Specific Seizure Detection Based on Self-Organizing Fuzzy Logic	5
Dual-Modal Information Bottleneck Network for Seizure Detection	5
Exploring the Versatility of Spiking Neural Networks: Applications Across Diverse Scenarios	5

Brain Network Organization Following Post-Stroke Neurorehabilitation	5
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer	5
VPNET: Variable Projection Networks	5
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, International Journal	5
Predicting Intraoperative Burst Suppression Using Preoperative EEG and Patient Characteristics	5
One-Dimensional Local Binary Pattern and Common Spatial Pattern Feature Fusion Brain Network for Central Neuropathic Pain	5
A Novel State Space Model with Dynamic Graphic Neural Network for EEG Event Detection	5
Post-Movement Beta Rebound for Longitudinal Monitoring of Motor Rehabilitation in Stroke Patients Using an Exoskeleton-Assisted Paradigm	5
Combining EEG Features and Convolutional Autoencoder for Neonatal Seizure Detection	5
Predicting a Time-Dependent Quantity Using Recursive Generative Query Network	5