arxivcs.LGcs.AI2026-07-08
On the Principles of Deep Feedforward ReLU Networks
The architecture of deep feedforward neural networks is ubiquitous in deep learning, either as a whole system or as a subnetwork of other architectures, and thus its mechanism is a key ingredient of the black box of neural networks. On the basis of the simplest two-layer ReLU net…