1. A computerized neuromorphic apparatus, comprising: at least one mount configured to physically secure the computerized neuromorphic apparatus inside a robotic device; a storage device configured to store a plurality of network image files, each network image file specifying an artificial neural network corresponding to a finite state machine in a particular configuration; and a processor in data communication with the storage device, the processor configured to run at least one computer program thereon, the computer program comprising a plurality of instructions configured to, when executed: access at least one network image file from the plurality of network image files; based at least in part on the at least one network image file, load the state of the neural network; and send a command to a modular robotic component based at least in part on subsequent state evolution of the loaded neural network.