NTS (Neural Turing System)

The Neural Turing System (NTS) is an advanced neural network model designed to mimic aspects of a computer’s memory and processing. It combines traditional neural networks with an external memory bank that it can read from and write to, enabling more complex, flexible problem-solving. This architecture allows NTS to efficiently learn tasks that require storing and retrieving information over longer periods, similar to a computer's memory management. Ultimately, it enhances neural networks’ ability to perform tasks involving reasoning, sequence processing, and algorithmic manipulation, broadening their applicability to problems needing persistent memory and structured data handling.