Neural Turing Machine

A Neural Turing Machine (NTM) is an advanced type of artificial intelligence that combines the capabilities of traditional neural networks with a memory system, similar to how a computer operates. It can learn and remember information over time, allowing it to perform complex tasks like reasoning and problem-solving. The NTM uses a neural network to process inputs and a memory bank to store and retrieve information, enabling it to adapt and learn from different experiences, much like a human. This architecture enhances the machine's ability to handle sequential data and perform tasks that require understanding context and relationships.