OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Networks is 56. 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 2021-04-01 to 2025-04-01.)

Article	Citations
CURRENT EVENTS	333
Stabilizing sequence learning in stochastic spiking networks with GABA-Modulated STDP	249
Chaotic recurrent neural networks for brain modelling: A review	248
CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks	246
Analysis of medical images super-resolution via a wavelet pyramid recursive neural network constrained by wavelet energy entropy	232
Progressive Neighbor-masked Contrastive Learning for Fusion-style Deep Multi-view Clustering	212
Event-triggered hybrid impulsive control for synchronization of fractional-order multilayer signed networks under cyber attacks	147
Leveraging hierarchy in multimodal generative models for effective cross-modality inference	145
Exploring phase–amplitude coupling from primary motor cortex-basal ganglia–thalamus network model	137
Disturbance rejection for multi-weighted complex dynamical networks with actuator saturation and deception attacks via hybrid-triggered mechanism	137
Fading memory echo state networks are universal	133
Editorial Board	129
CURRENT EVENTS	106
Neural network-based dynamic target enclosing control for uncertain nonlinear multi-agent systems over signed networks	105
Promises and perils of using Transformer-based models for SE research	99
Explicitly diverse visual question generation	96
Adaptive discrete-time neural prescribed performance control: A safe control approach	93
vEpiNet: A multimodal interictal epileptiform discharge detection method based on video and electroencephalogram data	90
Rethinking the optimization objective for transferable adversarial examples from a fuzzy perspective	90
Announcement of the Neural Networks Best Paper Award	87
An explainable artificial intelligence approach to spatial navigation based on hippocampal circuitry	87
H∞	85
A surge of submissions	83
Noncompact uniform universal approximation	81
Efficient spiking neural network design via neural architecture search	81

Performance estimation for the memristor-based computing-in-memory implementation of extremely factorized network for real-time and low-power semantic segmentation	78
Editorial Board	78
NN/ENNS/JNNS - Membership Applic. Form	77
Leveraging joint incremental learning objective with data ensemble for class incremental learning	77
Rapid learning of spatial representations for goal-directed navigation based on a novel model of hippocampal place fields	77
Editorial Board	75
INN/ENNS/JNNS - Membership Applic. Form	72
List of Editorial Board Members	72
SepNet: A neural network for directionally correlated data	71
Editorial Board	70
List of Editorial Board Members	67
Editorial Board	67
Editorial Board	66
Nostradamus: A novel event propagation prediction approach with spatio-temporal characteristics in non-Euclidean space	66
Learning to recognize while learning to speak: Self-supervision and developing a speaking motor	65
Approximation of classifiers by deep perceptron networks	65
INN/ENNS/JNNS - Membership Applic. Form	65
All by Myself: Learning individualized competitive behavior with a contrastive reinforcement learning optimization	64
Blockwise compression of transformer-based models without retraining	64
Current Events	64
INN/ENNS/JNNS - Membership Applic. Form	62
An interaction-modeling mechanism for context-dependent Text-to-SQL translation based on heterogeneous graph aggregation	61
An efficient encoder–decoder model for portrait depth estimation from single images trained on pixel-accurate synthetic data	61
Mitigate forgetting in few-shot class-incremental learning using different image views	60
INN/ENNS/JNNS - Membership Applic. Form	60
Value iteration for streaming data on a continuous space with gradient method in an RKHS	60
Spatial information transfer in hippocampal place cells depends on trial-to-trial variability, symmetry of place-field firing, and biophysical heterogeneities	60
Current Events	60
Measuring multivariate phase synchronization with symbolization and permutation	59
Quantized minimum error entropy with fiducial points for robust regression	58
Reward prediction-errors weighted by cue salience produces addictive behaviours in simulations, with asymmetrical learning and steeper delay discounting	57
Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations	56
Editorial Board	56
RegraphGAN: A graph generative adversarial network model for dynamic network anomaly detection	56
Continual pre-training mitigates forgetting in language and vision	56