OOIR: Observatory of International Research

Papers

(The H4-Index of Frontiers in Computational Neuroscience is 23. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features	121
Attention in Psychology, Neuroscience, and Machine Learning	96
A Study on Arrhythmia via ECG Signal Classification Using the Convolutional Neural Network	71
A Deep Learning Approach for Automatic Seizure Detection in Children With Epilepsy	70
Transfer Entropy as a Measure of Brain Connectivity: A Critical Analysis With the Help of Neural Mass Models	65
Overall Survival Prediction in Glioblastoma With Radiomic Features Using Machine Learning	62
ASD-SAENet: A Sparse Autoencoder, and Deep-Neural Network Model for Detecting Autism Spectrum Disorder (ASD) Using fMRI Data	49
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case	43
Review on Emotion Recognition Based on Electroencephalography	43
Theta-Nested Gamma Oscillations in Next Generation Neural Mass Models	43
Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data	36
Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update	32
The Neuroscience of Spatial Navigation and the Relationship to Artificial Intelligence	30
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation	30
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity	29
An Investigation of the Free Energy Principle for Emotion Recognition	29
EEG-based emotion recognition using hybrid CNN and LSTM classification	29
Optimal Self-Induced Stochastic Resonance in Multiplex Neural Networks: Electrical vs. Chemical Synapses	27
Serotonergic Axons as Fractional Brownian Motion Paths: Insights Into the Self-Organization of Regional Densities	26
Fast Simulations of Highly-Connected Spiking Cortical Models Using GPUs	25
Stochastic Resonance Based Visual Perception Using Spiking Neural Networks	24
Learning Generative State Space Models for Active Inference	24
Criticality, Connectivity, and Neural Disorder: A Multifaceted Approach to Neural Computation	23
Unsupervised Few-Shot Feature Learning via Self-Supervised Training	23