EMG Training Module

[satanb4]

Add a training Module for the EMG data

A training module using a neural network would be a great addition for generating custom profiles for users.

• [x] Create a Neural Network
• [ ] Connect Neural Network to the main EMGData acquisition Class
• [ ] Parallelize or Optimize the training network with CUDA? (open for discussion)
• [ ] Run it as a separate, on-demand module and save its weights for each user as customized
• [ ] Integrate output into recognition algorithm for movements

This work would benefit the development of EMG based muscle movement classification for users with unique kinds of ailments. PS - Initial Neural Network implementation from scratch done by @satanb4 already in "development" branch

[satanb4]

With testing data, getting accuracy of 99.95% now only on 25 epochs and 0.005 step size:- OpenMP has been implemented. Would be nice to have CUDA accelerated processing, but my CodeSpaces device does not have the CUDA graphics. Maybe I can look into further optimization with parallel processing on CPU as well. Probably with more threads?