predictive-intelligence

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

Predictive intelligence through agent-based population simulation

Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

Graph SuperResolution Network using geometric deep learning.

ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).

Recurrent Dynamic Graph Mapper using GNN

Axon is an early-stage artificial intelligence company building real-time predictive intelligence on a brain-inspired architecture. Its approach centers on small, efficient "world models" that learn continuously on-device rather than depending on large models or the cloud, giving an edge-first design lower latency and lower cost.