US Patent 11064436 Wireless network controllers with machine learning

An example of an apparatus including a memory to store training data and rules. The apparatus includes a network interface to communicate with a wireless network. The apparatus also include a network detector to detect a presence of the wireless network. The apparatus includes a machine learning engine in communication with the memory. The machine learning engine is to use the training data to generate rules to determine if the network interface is to be switched from the power-saving state to the powered state in the presence of the wireless network. The apparatus also includes a processor to switch the network interface from the power-saving state to the powered state based on the rules.