International Journal of Neural Systems

Papers
(The H4-Index of International Journal of Neural Systems is 25. 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 2020-11-01 to 2024-11-01.)
ArticleCitations
An Experimental Review on Deep Learning Architectures for Time Series Forecasting272
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks86
A Layered Spiking Neural System for Classification Problems66
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning64
Epileptic Seizure Prediction Using Deep Transformer Model50
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources49
A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power43
Machine Learning Algorithms and Statistical Approaches for Alzheimer’s Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review43
Edge Detection Method Based on Nonlinear Spiking Neural Systems39
A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems39
Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals38
Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study36
Deep Learning for EEG Seizure Detection in Preterm Infants35
Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory32
Arbitrary Scale Super-Resolution for Medical Images31
An Attention-Aware Long Short-Term Memory-Like Spiking Neural Model for Sentiment Analysis30
Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery30
Impact of Machine Learning Pipeline Choices in Autism Prediction From Functional Connectivity Data28
Detection of Trees on Street-View Images Using a Convolutional Neural Network28
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation27
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion27
Deep Learning Methods for Multi-Channel EEG-Based Emotion Recognition27
Time–Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis26
Modeling Emerging Interpersonal Synchrony and its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model25
An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation25
A Prediction Model Based on Gated Nonlinear Spiking Neural Systems25
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