From Statistical Physics to Data-Driven modelling in Biology - session 5
ICTP Quantitative Life Sciences · 89:18
This lecture shows that a one-neuron network fed one data point at a time (Oja-style online learning) converges to the principal component of the data. Adding an L1 penalty makes it learn a sparse component, but if th...