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 2021-02-01 to 2025-02-01.)

Article	Citations
Dynamic Modeling of Spike Count Data With Conway-Maxwell Poisson Variability	98
Lateral Connections Improve Generalizability of Learning in a Simple Neural Network	93
On the Explainability of Graph Convolutional Network With GCN Tangent Kernel	82
Do Neural Networks for Segmentation Understand Insideness?	69
Conductance-Based Phenomenological Nonspiking Model: A Dimensionless and Simple Model That Reliably Predicts the Effects of Conductance Variations on Nonspiking Neuronal Dynamics	66
Gaussian Process Koopman Mode Decomposition	49
Categorical Perception: A Groundwork for Deep Learning	38
Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing	36
Formal Verification of Deep Brain Stimulation Controllers for Parkinson's Disease Treatment	32
NetPyNE Implementation and Scaling of the Potjans-Diesmann Cortical Microcircuit Model	31
Few-Shot Learning in Spiking Neural Networks by Multi-Timescale Optimization	31
Sensitivity of Sparse Codes to Image Distortions	27
Attention in a Family of Boltzmann Machines Emerging From Modern Hopfield Networks	27
Training Deep Convolutional Spiking Neural Networks With Spike Probabilistic Global Pooling	26
Multimodal and Multifactor Branching Time Active Inference	21
The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion	21
Deep Nonnegative Matrix Factorization With Beta Divergences	20
On an Interpretation of ResNets via Gate-Network Control	20
Synaptic Information Storage Capacity Measured With Information Theory	20
Deconstructing Deep Active Inference: A Contrarian Information Gatherer	19