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 2021-08-01 to 2025-08-01.)
ArticleCitations
Impulsivity Classification Using EEG Power and Explainable Machine Learning83
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, Inter66
Introduction60
A Heterogeneous Attractor Model for Neural Dynamical Mechanism of Movement Preparation57
Editorial — A journal that promotes excellence through uncompromising review process: Reflection of freedom of speech and scientific publication55
Neonatal White Matter Damage Analysis Using DTI Super-Resolution and Multi-Modality Image Registration52
Scene Text Detection Based on Text Stroke Components52
Matrix Representation of Virus Machines and an application to the discrete logarithm problem46
Edge Computing Transformers for Fall Detection in Older Adults41
Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer40
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 Ganglia36
Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification34
Automated Quality Evaluation of Large-Scale Benchmark Datasets for Vision-Language Tasks31
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model31
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder30
Graph Spectral Analysis Using Electroencephalography in Alzheimer Disease and Frontotemporal Dementia Patients29
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request29
Announcement: The 2023 Hojjat Adeli Award for Outstanding Contributions in Neural Systems28
Decoding Continuous Tracking Eye Movements from Cortical Spiking Activity28
Asynchronous Numerical Spiking Neural Membrane Systems with Local Synchronization27
Minimal Neural Network Conditions for Encoding Future Interactions27
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder27
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning27
Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks26
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection26
Generation of Chow Parameters and Reduced Variables Through Nearest Neighbor Relations in Threshold Networks26
Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers25
Control of Transcranial Direct Current Stimulation Duration by Assessing Functional Connectivity of Near-Infrared Spectroscopy Signals25
Detection of Movement Intention in EEG-Based Brain-Computer Interfaces Using Fourier-Based Synchrosqueezing Transform24
Anomaly Detection Using Complete Cycle Consistent Generative Adversarial Network24
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations24
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions23
A Sentiment Analysis Anomaly Detection System for Cyber Intelligence23
Human Gait Activity Recognition Using Multimodal Sensors22
Bridges Between Spiking Neural Membrane Systems and Virus Machines22
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism22
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model22
A Salient Object Detection Network Enhanced by Nonlinear Spiking Neural Systems and Transformer22
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 Detection21
Tiled Sparse Coding in Eigenspaces for Image Classification21
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals20
Discriminative Power of Handwriting and Drawing Features in Depression20
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation19
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction18
A Hardware-Efficient Novelty-Aware Spike Sorting Approach for Brain-Implantable Microsystems18
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems17
Quantifying the Generation Process of Multi-Level Tactile Sensations via ERP Component Investigation17
An Evolutionary Attention-Based Network for Medical Image Classification17
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network17
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex17
Neuronal Waveform Classification in Multielectrode Recordings Using Machine Learning Techniques and Multidimensional Analysis17
Adolescent Depression Detection Model Based on Multimodal Data of Interview Audio and Text17
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun Nanofibers16
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network16
Brain Networks Modulation in Young and Old Subjects During Transcranial Direct Current Stimulation Applied on Prefrontal and Parietal Cortex16
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation16
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis15
Motor Intention Decoding from the Upper Limb by Graph Convolutional Network Based on Functional Connectivity15
Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients14
Algorithm Recommendation and Performance Prediction Using Meta-Learning14
Introduction14
Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram14
A Prediction Model for Normal Variation of Somatosensory Evoked Potential During Scoliosis Surgery14
Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity14
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation14
From Intricacy to Conciseness: A Progressive Transfer Strategy for EEG-Based Cross-Subject Emotion Recognition14
A Federated Learning Protocol for Spiking Neural Membrane Systems14
Classification of Depth of Coma Using Complexity Measures and Nonlinear Features of Electroencephalogram Signals14
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models14
A Feed-Forward Neural Network for Increasing the Hopfield-Network Storage Capacity14
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels13
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network13
Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion13
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification13
Brain Computer Interfaces for Assisted Communication in Paralysis and Quality of Life13
Hybrid Network for Patient-Specific Seizure Prediction from EEG Data13
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