EEG Glasses Manager

INFO

EEG data from concentrating ('true' data) automatically loads with the site. Press the "RELAXATION TEST DATA" button to switch over to a recording of EEG data while relaxing and vice versa to switch back.

To train a neural network that can classify (distinguish) concentration vs relaxation EEG data, press the "COLLECT TRUE DATA" button while the concentration EEG recording is playing. You will need at least 200 samples. Then switch to the relaxation data and press the "COLLECT FALSE DATA" button. Press the "TRAIN NEURAL NETWORK" button and then the "ACTIVATE NEURAL NETWORK" button.

Because this tool uses a simple MLP (Multi Layer Perceptron) neural network, the raw data signal won't work well under most settings. Switch all the nodes to "variance" before collecting data for fast results.

If you want to select specific EEG waves for analysis, just set all the nodes to that frequency band

Streaming Device Data

Delta Waves: below 3 Hz Theta Waves: 3.5-7.5 Hz Alpha Waves: 8-13 Hz Beta Waves: 13-20 Hz EMG Range: 20-250 Hz

Neural Network Manager

# Samples to Collect

0

NN TRUE: 0

NN FALSE: 0

Neural Network SCORE: none

Export Standalone Neural Network Function

OPTIONS

DATA TYPE

FIR Filtered
FFT Frequency Domain

NEURAL NETWORK HYPERPARAMETERS

Training Rate

Training Iterations

Error Rate

Neural Network Architecture

*Neural networks built using SynapticJS framework MLPs (Multi Layer Perceptrons) and model standalone export