Netway Inc, an inventor of Cognitive, Autonomous and Programmable Reinforcement Learning, Recurrent Neural Network and On-Chip and System-Area Network architectures, intends to make and market an environment integrating acceleration, infrastructural, peripheral and low-level intellectual properties and reference designs that, more than greatly reducing the cost and improving the performance, ensure first pass functional success of autonomous robots, vehicle and appliance application processor integrated circuits and systems not possible otherwise.