Spike-HTM-Lite

C++ port of Nupic HTM with the aim of being lite and fast.

I wanted to experiment with HTM but I could't easily compile it with the Intel c++ compiler; well, to be honest, I could't compile the Nupic HTM project with Visual Studio. First I implemented HTM in Fortran, but due to technical reasons (data structures & lack of intrinsics) I made an implementation in C++ without any depedencies. Just several header files that need to be included. Perfect for experimenting with vectorization, parallelization and MPI.

Features:

• 7 steps of history in the TP.
• 3 Layer HTM stack.
• Swarm with GA for 1, 2 and 3 layer HTM's.
• vectorized for AVX512-BW

Updates:

• 07-11-2017: Translated Fortran code to C++ code.
• 15-11-2017: Added vectorization for AVX512-BW