Adjusting Mobile Device State Based on User Intentions and/or Identity

In one embodiment, when a computing system is in a first state, a first set of inputs from one or more first sensors is detected. A first sensor value array is generated, and the first value array is fed as input to a first function generated by a first neural network. One or more first output values are calculated based on the first function, and a determination is made based on these first output values if a first action has occurred. If a first action has occurred, a second sensor value array is generated from a second set of inputs from one or more second sensors. The second sensor value array is fed as input to a second function generated by a second neural network. One or more second output values are calculated based on the second function, and the first state is exited based on these second output values.