First Artificial Intelligence Methods and Systems for Asset Trendspotting (PNN), Cyber Security (DeepCyber), and Portable Big Data Cloud (MCPS)

摘要

New methods, systems, and apparatus, including computer programs called PNN (predictive neural network) artificial intelligence (AI) machines are disclosed for financial and cyber-security predictions. The PNN AI machines use unique neural network algorithms to optimize and select the best method with the highest back-test accuracy for the predictions. The PNN machines predict multiple relevant entities (e.g., stocks) to cross validate the future trends, and help respond to future financial and cyber-security crises like weather forecast to severe weather conditions. The PNN AI machines are applied in two fields: PNN Financial for investment and trading, and DeepCyber for cyber security. Extended from the PNN artificial neural networks (intelligence) machines, a group of DeepCyber methods based on the Mobile Cloud Pangu Servers (MCPS) cloud platform are disclosed to defend networks and computer applications for cyber security.