NTM

Neural Turing Machine implementation in Node JS using synaptic.

The NTM is actually pretty simple -- just used the architecture developed and described by http://arxiv.org/pdf/1410.5401v2.pdf

if you haven't checked it out yet take a look, it is pretty brilliant.

I just added a simply bfInterpreter that actually ouputs BF code in the simple instruction set using a parser based on the interactions between the controller and the memory matrix.

Currently there are some limitations:

1. Only sequences of binary values can be added becasue BF only has a + - instrcution set so not sure how I want to handle floats yet.

2. Only sequences of length 3 can be copied becasue I didn't want to figure out how to write the convolutional shift matrix for arbitrary sequence length.

3. Current tape length is 8 mem slots, and expanding that will require some reworking of the layer size maps.

tl;dr Very simple NTM architecture used to output instruction sequence in BF for copying sequences into memory.