International Journal of Neural Systems

Article	Citations
Introduction	89
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	78
Introduction	71
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text	50
Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG	50
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions	50
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication	46
A Heterogeneous Attractor Model for Neural Dynamical mechanism of Movement Preparation	43
A Modified Long Short-Term Memory Cell	42
Synchronization Analysis In Epileptic EEG Signals Via State Transfer Networks Based On Visibility Graph Technique	38
Seizure Forecasting Using Long-Term Electroencephalography and Electrocardiogram Data	38
Impulsivity Classification Using EEG Power and Explainable Machine Learning	37
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation	35
Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks	34
Cultural Differences in the Assessment of Synthetic Voices	30
A Novel State Space Model with Dynamic Graphic Neural Network for EEG Event Detection	30
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex	29
Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding	29
Scene Text Detection Based on Text Stroke Components	29
Detecting Connected Consciousness During Propofol-Induced Anesthesia Using EEG Based Brain Decoding	27
Hysteresis Modeling in Iron-Dominated Magnets Based on a Multi-Layered NARX Neural Network Approach	27
Diagnosis of Autism Disorder Based on Deep Network Trained by Augmented EEG Signals	27
Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD	26
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation	25
Arbitrary Scale Super-Resolution for Medical Images	25

Human Silhouette and Skeleton Video Synthesis Through Wi-Fi Signals	24
Both Cross-Patient and Patient-Specific Seizure Detection Based on Self-Organizing Fuzzy Logic	23
A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems	23
An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification	23
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network	23
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration	23
Unsupervised Domain Adaptive Dose Prediction via Cross-Attention Transformer and Target-Specific Knowledge Preservation	22
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning	22
Striatum- and Cerebellum-Modulated Epileptic Networks Varying Across States with and without Interictal Epileptic Discharges	22
A Graph-Based Neural Approach to Linear Sum Assignment Problems	21
The 2024 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	21
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers	21
Multiple-in-Single-Out Object Detector Leveraging Spiking Neural Membrane Systems and Multiple Transformers	21
VPNET: Variable Projection Networks	21
A Stage-Wise Residual Attention Generation Adversarial Network for Mandibular Defect Repairing and Reconstruction	20
Dual-Modal Information Bottleneck Network for Seizure Detection	19
Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG	19
One-Dimensional Local Binary Pattern and Common Spatial Pattern Feature Fusion Brain Network for Central Neuropathic Pain	19
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network	18
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer	18
Semi-Supervised Semantic Image Segmentation by Deep Diffusion Models and Generative Adversarial Networks	17
Robust Federated Learning for Heterogeneous Model and Data	17
Compact Convolutional Neural Network with Multi-Headed Attention Mechanism for Seizure Prediction	17
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients	17
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer	16
Editorial: The Art of Editing a High Impact Scientific Journal — The Case of IJNS	16
Announcement: The 2021 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	16
A Delayed Spiking Neural Membrane System for Adaptive Nearest Neighbor-Based Density Peak Clustering	16
Author Index Volume 31 (2021)	16
Localization of Epileptic Brain Responses to Single-Pulse Electrical Stimulation by Developing an Adaptive Iterative Linearly Constrained Minimum Variance Beamformer	15
Exploiting Textual Information for Fake News Detection	15
Incremental Confidence Sampling with Optimal Transport for Domain Adaptation	15
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity	14
Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory	14
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources	13
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	13
Deep Learning-Based Classification of Epileptic Electroencephalography Signals Using a Concentrated Time-Frequency Approach	13
Introduction	13
Edge Detection Method Based on Nonlinear Spiking Neural Systems	13
Transformer-Based Approach Via Contrastive Learning for Zero-Shot Detection	12
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time–Frequency Features of EEG Data	12
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis	12
SATEER: Subject-Aware Transformer for EEG-Based Emotion Recognition	12
A Comparison of Conventional and Tri-Polar EEG Electrodes for Decoding Real and Imaginary Finger Movements from One Hand	12
Brain Network Organization Following Post-Stroke Neurorehabilitation	12
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification	12
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery	11
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning	11
Combining EEG Features and Convolutional Autoencoder for Neonatal Seizure Detection	11
A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets	11

Edge Computing Transformers for Fall Detection in Older Adults	11
Epileptic Seizure Prediction Using Deep Transformer Model	11
Multitask Adversarial Networks Based on Extensive Nonlinear Spiking Neuron Models	10
Hybrid Attention Network for Epileptic EEG Classification	10
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery	10
A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks	10
Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain–Computer Interfaces	10
A Federated Learning Protocol for Spiking Neural Membrane Systems	10
Reinforcement Learning May Demystify the Limited Human Motor Learning Efficacy Due to Visual-Proprioceptive Mismatch	10
Decoding Saccade Intention From Primate Prefrontal Cortical Local Field Potentials Using Spectral, Spatial, and Temporal Dimensionality Reduction	9
Spatial Enhanced Pattern Through Graph Convolutional Neural Network for Epileptic EEG Identification	9
Introduction	9
Announcement: The 2022 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	9
Emotion Classification from EEG with a Low-Cost BCI Versus a High-End Equipment	9
The Task-Dependent Modular Covariance Networks Unveiled by Multiple-Way Fusion-Based Analysis	9
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder	9
A Model with Dopamine Depletion in Basal Ganglia and Cerebellum Predicts Changes in Thalamocortical Beta Oscillations	9
Editorial: River Thames and IJNS	9
Movement-Related EEG Oscillations of Contralesional Hemisphere Discloses Compensation Mechanisms of Severely Affected Motor Chronic Stroke Patients	9
Exploring the Versatility of Spiking Neural Networks: Applications Across Diverse Scenarios	8
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems	8
First Longitudinal Study Using Binaural Beats on Parkinson Disease	8
Fractal Dimension Feature as a Signature of Severity in Disorders of Consciousness: An EEG Study	8
Facial Affect Recognition in Immersive Virtual Reality: Where is the Participant Looking?	8
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography	8
Improving the Effectiveness of Eigentrust in Computing the Reputation of Social Agents in Presence of Collusion	8
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models	8
Seizure Detection of EEG Signals Based on Multi-Channel Long- and Short-Term Memory-Like Spiking Neural Model	7
Predicting a Time-Dependent Quantity Using Recursive Generative Query Network	7
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals	7
Modular Spiking Neural Membrane Systems for Image Classification	7
Effects of Emotional Olfactory Stimuli on Modulating Angry Driving Based on an EEG Connectivity Study	7
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning	7
Facial Expression Recognition with Contrastive Learning and Uncertainty-Guided Relabeling	7
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity	7
Few-Shot Pixel-Precise Document Layout Segmentation via Dynamic Instance Generation and Local Thresholding	7
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia	7
A Modified Transformer Network for Seizure Detection Using EEG Signals	7
Neural Memory State Space Models for Medical Image Segmentation	7
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks	7
Algorithm Recommendation and Performance Prediction Using Meta-Learning	7
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request	6
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition	6
A Parallel Convolutional Network Based on Spiking Neural Systems	6
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram	6
An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation	6
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers	6
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity	6
A Spatio-Temporal Method for Extracting Gamma-Band Features to Enhance Classification in a Rapid Serial Visual Presentation Task	6
Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI	6
An Experimental Study of Neural Approaches to Multi-Hop Inference in Question Answering	6
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization	6
Frequency-Assisted Local Attention in Lower Layers of Visual Transformers	5
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model	5
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals	5
Towards a Biologically Plausible SNN-based Associative Memory with Context Dependent Hebbian Connectivity	5
An Optimization Numerical Spiking Neural Membrane System with Adaptive Multi-Mutation Operators for Brain Tumor Segmentation	5
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation	5
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network	5
Minimal Neural Network Conditions for Encoding Future Interactions	5
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks	5
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model	4
Introduction	4
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform	4
Swarm-FHE: Fully Homomorphic Encryption-based Swarm Learning for Malicious Clients	4
Introduction	4
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers	4
Decoupled Edge Guidance Network for Automatic Checkout	4
Affective Action and Interaction Recognition by Multi-View Representation Learning from Handcrafted Low-Level Skeleton Features	4
Predicting Intraoperative Burst Suppression Using Preoperative EEG and Patient Characteristics	4
Human Brain Dynamics and Coordination Reflect the Task Difficulty of Optical Image Relational Reasoning	4
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder	4
Introduction	4
Brain Computer Interfaces for Assisted Communication in Paralysis and Quality of Life	3
Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG	3
Electrical Stimulation Induced Current Distribution in Peripheral Nerves Varies Significantly with the Extent of Nerve Damage: A Computational Study Utilizing Convolutional Neural Network and Realisti	3
Neuro-Inspired Reinforcement Learning to Improve Trajectory Prediction in Reward-Guided Behavior	3
One-Dimensional Convolutional Neural Networks Combined with Channel Selection Strategy for Seizure Prediction Using Long-Term Intracranial EEG	3
Multimodal Covariance Network Reflects Individual Cognitive Flexibility	3
Motion Artifact Detection for T1-Weighted Brain MR Images Using Convolutional Neural Networks	3

Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment	3
Online Ternary Classification of Covert Speech by Leveraging the Passive Perception of Speech	3
Detection of Trees on Street-View Images Using a Convolutional Neural Network	3
An Integrated Neurorobotics Model of the Cerebellar-Basal Ganglia Circuitry	3
Automated Quality Assessment of Medical Images in Echocardiography Using Neural Networks with Adaptive Ranking and Structure-Aware Learning	3
A Pilot Study on the Functional Stability of Phonation in EEG Bands After Repetitive Transcranial Magnetic Stimulation in Parkinson’s Disease	3
Encrypted Image Classification with Low Memory Footprint Using Fully Homomorphic Encryption	3
A Neurorobotic Embodiment for Exploring the Dynamical Interactions of a Spiking Cerebellar Model and a Robot Arm During Vision-Based Manipulation Tasks	3
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States	3