Matrix Measure Flows: A Novel Approach to Stable Plasticity in Neural Networks

Leo Kozachkov, Jean-Jacques Slotine

This letter introduces the notion of a matrix measure flow as a tool for analyzing the stability of neural networks with time-varying weights. Given a matrix flow -- for example, o…