OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Neural Systems is 27. 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 2020-04-01 to 2024-04-01.)

Article	Citations
An Experimental Review on Deep Learning Architectures for Time Series Forecasting	221
Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron	121
Automated MRI-Based Deep Learning Model for Detection of Alzheimer’s Disease Process	102
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks	83
A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion	75
An Adaptive Optimization Spiking Neural P System for Binary Problems	74
Medical Image Fusion Method Based on Coupled Neural P Systems in Nonsubsampled Shearlet Transform Domain	69
Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks	57
Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks	52
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning	51
Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease	45
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources	45
A Layered Spiking Neural System for Classification Problems	44
Machine Learning Algorithms and Statistical Approaches for Alzheimer’s Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review	42
Spiking Neural P Systems with Delay on Synapses	41
A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power	39
Epileptic Seizure Prediction Using Deep Transformer Model	38
Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses	36
A Training Data-Driven Canonical Correlation Analysis Algorithm for Designing Spatial Filters to Enhance Performance of SSVEP-Based BCIs	36
Dynamic Reorganization of the Cortical Functional Brain Network in Affective Processing and Cognitive Reappraisal	33
3D-Convolutional Neural Network with Generative Adversarial Network and Autoencoder for Robust Anomaly Detection in Video Surveillance	32
Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study	32
Deep Support Vector Machines for the Identification of Stress Condition from Electrodermal Activity	30
Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals	30
Deep Learning for EEG Seizure Detection in Preterm Infants	29

Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach	28
A Neural Network for Image Anomaly Detection with Deep Pyramidal Representations and Dynamic Routing	27