Deep Neural Networks Exhibit Self-Organized Criticality and 1/f Noise Patterns Akin to Biological Neural Networks

Deep neural networks, like their biological counterparts, exhibit 1/f noise patterns in their neuron activations, suggesting the presence of self-organized criticality and optimal information processing.