OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Computation is 19. 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
A Survey on Deep Learning for Multimodal Data Fusion	245
The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks	82
Deeply Felt Affect: The Emergence of Valence in Deep Active Inference	80
Active Inference: Demystified and Compared	74
Sophisticated Inference	62
Parametric UMAP Embeddings for Representation and Semisupervised Learning	57
Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks	39
A Mean-Field Description of Bursting Dynamics in Spiking Neural Networks with Short-Term Adaptation	29
Whence the Expected Free Energy?	28
Large Language Models and the Reverse Turing Test	28
Replay in Deep Learning: Current Approaches and Missing Biological Elements	26
Classification of Autism Spectrum Disorder From EEG-Based Functional Brain Connectivity Analysis	25
Model-Free Robust Optimal Feedback Mechanisms of Biological Motor Control	24
Conductance-Based Adaptive Exponential Integrate-and-Fire Model	23
Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth	22
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting	21
The Effect of Class Imbalance on Precision-Recall Curves	21
How to Represent Part-Whole Hierarchies in a Neural Network	20
On a Scalable Entropic Breaching of the Overfitting Barrier for Small Data Problems in Machine Learning	19
Predictive Processing in Cognitive Robotics: A Review	19
Advancements in Algorithms and Neuromorphic Hardware for Spiking Neural Networks	19