Neural Turing Machines

Neural Turing Machines (NTMs) are advanced artificial intelligence models that combine neural networks with the memory capabilities of a traditional computer. They can learn patterns and make decisions like neural networks, but they also have a memory system that allows them to read from and write to memory, much like how a Turing machine operates. This enables NTMs to perform complex tasks, such as solving problems and learning sequences, by storing and recalling information dynamically, which enhances their ability to understand and process data more flexibly and efficiently.