robertlizee / neuro-symbolic-vm

neuro-symbolic-vm

This is the code accompaning the research paper http://arxiv.org/abs/2205.13440 The Neuro-Symbolic Brain.

Notebooks

Counter

1. Creates 25000 prime attractors.
2. Binds them in sequence in one shot.
3. Enumerates the prime attractors following the connection just learned.

Hashtable

1. Creates 5000 prime attractors.
2. Set the default for the neural hash table to 0.
3. Binds in one shot using the neural hash table the function (i * j) mod 5000 for i and j between 1 and 69.
4. Test to see if there is any error.

TestVM

1. Train a neural VM with a test program.
2. Test the various programs: echo, addition, counting.