AutoHebb: Self-Modifying Neural Networks that Zero-Shot Infer and Continually Learn

Autonomous Hebbian networks, or AutoHebb, are a class of online learning feedforward neural networks. These networks realize strong inductive biases and autonomously controlled learning. AutoHebb networks combine external feedback with internally generated activity to produce a global learning signal called a 'neuromodulator'.