Task complexity shapes internal representations and robustness in neural networks

Robert Jankowski, Filippo Radicchi, M. Ángeles Serrano +2

Neural networks excel across a wide range of tasks, yet remain black boxes. In particular, how their internal representations are shaped by the complexity of the input data and the…