International Journal of Neural Systems

Papers
(The TQCC of International Journal of Neural Systems is 13. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)
ArticleCitations
Scene Text Detection Based on Text Stroke Components98
Impulsivity Classification Using EEG Power and Explainable Machine Learning71
Introduction57
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, Inter51
A Multi-Class Intra-Trial Trajectory Analysis Technique to Visualize and Quantify Variability of Mental Imagery EEG Signals47
Editorial — A Journal that Promotes Excellence Through Uncompromising Review Process: Reflection of Freedom of Speech and Scientific Publication46
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration45
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation42
Matrix Representation of Virus Machines and an Application to the Discrete Logarithm Problem41
Dynamic Regulation of the Serotonin–Dopamine Interaction Within a Meta-reinforcement Learning Framework Encompassing the Prefrontal Cortex and Basal Ganglia39
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer39
A Feasibility Study of Navigating Emotional States Using Real-Time Representational Similarity Analysis fMRI Neurofeedback37
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems37
Edge Computing Transformers for Fall Detection in Older Adults37
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity36
Minimal Neural Network Conditions for Encoding Future Interactions35
An Enhanced Random Convolutional Kernel Transform for Diverse and Robust Feature Extraction from High-Density Surface Electromyograms for Cross-day Gesture Recognition34
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder33
Dual-Stage Improvement with Domain Adaptation for Cross-Subject Epileptic Seizure Prediction32
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks31
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients31
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization30
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request29
A Few-Layer Multilayer Perceptron is Worth Attention for EEG Classification in Rapid Serial Visual Presentation Task29
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model28
An Attention-Gated Graph Spiking Neural Membrane System for Structure-Activity Relationship Prediction28
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations27
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers27
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning27
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network26
Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding25
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions25
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection25
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence24
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model23
Human Gait Activity Recognition Using Multimodal Sensors23
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer23
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data23
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection22
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism21
Explainable End-to-End Seizure Prediction via Dynamic Multiscale Cross-Band Fusion Filter Network21
Enhancing Cross-Patient Seizure Detection with Test-Time Adaptation21
Bridges Between Spiking Neural Membrane Systems and Virus Machines21
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems20
Unsupervised Convolutional Neural Networks using Home Presence Sensors for Behavioural Anomaly Detection in Older Adults20
Self-Adaptation Spiking Neural Membrane Systems with Neuromodulators20
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems19
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals19
Discriminative Power of Handwriting and Drawing Features in Depression18
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis18
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction18
An Evolutionary Attention-Based Network for Medical Image Classification18
Network-level mechanisms of sustained recovery from mental fatigue differentially modulated by acute exercise and rest18
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation18
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models18
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation17
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network17
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text16
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network16
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers16
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients15
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram15
Introduction15
Efficient Hybrid Hierarchical Clustering with Incremental Silhouette Score for Large, Noisy Datasets15
A Federated Learning Protocol for Spiking Neural Membrane Systems15
Closed-Loop Control of Epilepsy Based on Reinforcement Learning15
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion14
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning14
Enhancing Exploration and Exploitation in Tumor Treatment Through Action-Guided Deep Reinforcement Learning14
Algorithm Recommendation and Performance Prediction Using Meta-Learning14
Graph Embedding Comparator for Evolutionary Neural Architecture Search with Isomorphic Multi-Comparison14
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification14
Visually-Inspired Multimodal Iterative Attentional Network for High-Precision EEG—Eye-Movement Emotion Recognition14
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity14
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels14
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data14
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network14
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity14
Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units13
Consensus-Based 3D View Generation from Noisy Images13
Introduction13
A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI13
Epileptic EEG Classification via Graph Transformer Network13
Lightweight Seizure Detection Based on Multi-Scale Channel Attention13
Author Index: Volume 33 (2023)13
Crowd Counting Using Meta-Test-Time Adaptation13
Unsupervised Neural Manifold Alignment for Stable Decoding of Movement from Cortical Signals13
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation13
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