International Journal of Neural Systems

Papers
(The TQCC of International Journal of Neural Systems is 12. 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 2021-06-01 to 2025-06-01.)
ArticleCitations
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, Inter92
Introduction81
Scene Text Detection Based on Text Stroke Components63
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation55
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication54
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration54
Hysteresis Modeling in Iron-Dominated Magnets Based on a Multi-Layered NARX Neural Network Approach51
Impulsivity Classification Using EEG Power and Explainable Machine Learning48
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification44
Author Index Volume 31 (2021)39
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
Edge Computing Transformers for Fall Detection in Older Adults36
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems33
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder30
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization30
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request30
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity29
Minimal Neural Network Conditions for Encoding Future Interactions29
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks28
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning27
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers26
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model26
Generation of Chow Parameters and Reduced Variables Through Nearest Neighbor Relations in Threshold Networks26
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder26
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations25
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network25
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks24
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals24
Human Gait Activity Recognition Using Multimodal Sensors24
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions24
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform24
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence23
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism23
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection23
End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data22
Efficient EEG Feature Learning Model Combining Random Convolutional Kernel with Wavelet Scattering for Seizure Detection22
Bridges Between Spiking Neural Membrane Systems and Virus Machines21
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model21
Discriminative Power of Handwriting and Drawing Features in Depression19
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex19
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation19
Time–Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis19
Tiled Sparse Coding in Eigenspaces for Image Classification19
A salient object detection network enhanced by nonlinear spiking neural systems and transformer19
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems18
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis18
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals18
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems18
An Evolutionary Attention-Based Network for Medical Image Classification17
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction17
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex16
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers16
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text16
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation16
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network15
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network15
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation15
A Comparison of Conventional and Tri-Polar EEG Electrodes for Decoding Real and Imaginary Finger Movements from One Hand14
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis14
A Federated Learning Protocol for Spiking Neural Membrane Systems14
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity14
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients14
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation13
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram13
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity13
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity13
Algorithm Recommendation and Performance Prediction Using Meta-Learning13
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network13
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery13
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition13
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models13
Introduction13
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification12
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals12
Bridging Imaging and Clinical Scores in Parkinson’s Progression via Multimodal Self-Supervised Deep Learning12
Dynamics of the “Cognitive” Brain Wave P3b at Rest for Alzheimer Dementia Prediction in Mild Cognitive Impairment12
Brain Computer Interfaces for Assisted Communication in Paralysis and Quality of Life12
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion12
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data12
Author Index: Volume 33 (2023)12
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