Neural Turing machines

The concept of MANNs was first introduced with the concept of the neural Turing machine (NTM) (for more information, go to The NTM has two components:

  • A NN controller.
  • An external memory, represented as a matrix . The matrix contains n rows of d-dimensional vectors.

The following diagram provides an overview of the NTM architecture:

NTM Source:

An NTM works in a sequential fashion (like an RNN), where the controller takes input vectors and produces output ...

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