Computer software and hardware that uses neural network analytics, clustering algorithms, image and speech recognition systems, simulated annealing algorithms, quantum annealing systems, machine learning, and other advanced analytics for use in increasing computational performance of image and signal processing applications, in the field of artificial intelligence