OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Neural Systems is 26. 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 2020-05-01 to 2024-05-01.)

Article	Citations
An Experimental Review on Deep Learning Architectures for Time Series Forecasting	226
Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron	123
Automated MRI-Based Deep Learning Model for Detection of Alzheimer’s Disease Process	106
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks	84
A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion	78
An Adaptive Optimization Spiking Neural P System for Binary Problems	77
Medical Image Fusion Method Based on Coupled Neural P Systems in Nonsubsampled Shearlet Transform Domain	72
Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks	59
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning	53
A Layered Spiking Neural System for Classification Problems	50
Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease	48
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources	45
Spiking Neural P Systems with Delay on Synapses	43
Machine Learning Algorithms and Statistical Approaches for Alzheimer’s Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review	42
A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power	40
Epileptic Seizure Prediction Using Deep Transformer Model	40
Dynamic Reorganization of the Cortical Functional Brain Network in Affective Processing and Cognitive Reappraisal	36
Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses	36
3D-Convolutional Neural Network with Generative Adversarial Network and Autoencoder for Robust Anomaly Detection in Video Surveillance	33
Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study	33
Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals	32
Deep Support Vector Machines for the Identification of Stress Condition from Electrodermal Activity	31
Deep Learning for EEG Seizure Detection in Preterm Infants	31
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

A Time Series Forecasting Approach Based on Nonlinear Spiking Neural Systems	26
Impact of Machine Learning Pipeline Choices in Autism Prediction From Functional Connectivity Data	26
Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory	26