Memory boards; computer hardware; integrated circuits; computer memory hardware in the nature of integrated circuit memories; semiconductor chip-sets; data processors in the nature of semiconductor processors; semiconductor processor chips; semiconductor chips; microprocessors; printed circuit boards; electronic circuit boards; computer motherboards; computer memories; micro-controllers; data processors; central processing units; semiconductor memory devices; software programmable microprocessors; digital and optical microprocessors; digital and optical data and signal processors; video graphic accelerators; multimedia accelerator boards; video processors; video processor circuit boards; computer hardware in the nature of processor die packaging and casings; microchips and electronic circuits, all for the recordal and transmission of data; apparatus and instruments, all for processing, storage, retrieval, transmission, display, input, output, compressing, decompressing, modifying, broadcasting and printout of data, namely, computer memory hardware and computer input devices; computer hardware in the nature of computer input and output devices; data memories, namely, memories for data processing equipment; storage devices in the nature of external computer hard drives; set electronic chips in the nature of electronic chips for the manufacture of integrated circuits; computer hardware in the nature of components for computers and printed circuits; computer hardware, namely, voice, data, image and video accelerators; memory systems for computers comprised of computer memories; computer hardware for computing; computer hardware for computing via a global and local network; computer hardware for cloud-computing; computer hardware for low-latency and high bandwidth computing; computer networking hardware; computer network adapters; electronic computer network controllers; computer network interface devices; microcontrollers for internet of things (IoT) enabled devices; computer hardware for the development, maintenance, and use of local and wide area computer networks; computer hardware in the nature of peripheral memory apparatus and devices; semiconductor devices; computer hardware for wireless network communications; computer hardware for use in machine vision, machine learning, deep learning, artificial intelligence, natural language processing, learning algorithms and data analysis; computer hardware for recording, processing, receiving, reproducing, transmitting, modifying, compressing, decompressing, broadcasting, merging and enhancing sound, images, graphics, and data; computer hardware for enhancing and providing real-time transfer, transmission, reception, processing and digitizing of audio and video graphics information