Sparsity-driven emergence of functional modularity in multitask neural networks

Bowen Shi, Qi Ouyang, Long Qian

Neural networks can learn multiple tasks, but how learning organizes shared computation into specialized and reusable components remains poorly understood. In this work, we show th…