OOIR: Observatory of International Research

Papers

(The H4-Index of Frontiers in Computational Neuroscience is 24. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Short-term postsynaptic plasticity facilitates predictive tracking in continuous attractors	115
NeuroFusionNet: cross-modal modeling from brain activity to visual understanding	91
Meta-Learning for Decoding Neural Activity Data With Noisy Labels	78
Further N-Frame networking dynamics of conscious observer-self agents via a functional contextual interface: predictive coding, double-slit quantum mechanical experiment, and decision-making fallacy m	72
Toward Precise Localization of Abnormal Brain Activity: 1D CNN on Single Voxel fMRI Time-Series	51
A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals	49
Research on efficient feature extraction: Improving YOLOv5 backbone for facial expression detection in live streaming scenes	44
Predictive coding with spiking neurons and feedforward gist signaling	43
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model	41
Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition	40
Reinforced liquid state machines—new training strategies for spiking neural networks based on reinforcements	37
Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review	33
Editorial: Symmetry as a guiding principle in artificial and brain neural networks	33
Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices	32
High precision visual localization method of UAV based on feature matching	28
Super special relativity	27
Quantitative prediction of intracellular dynamics and synaptic currents in a small neural circuit	27
Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision	27
DTCNet: finger flexion decoding with three-dimensional ECoG data	25
Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients	24
Text clustering based on pre-trained models and autoencoders	24
The cognitive impacts of large language model interactions on problem solving and decision making using EEG analysis	24
The mesoanatomy of the cortex, minimization of free energy, and generative cognition	24
Toward a computational theory of manifold untangling: from global embedding to local flattening	24