The place to share ideas, experiments and data sets.
(courtesy of OP Innovations, Ltd.)
top of forehead: for sleep, meditation, head posture and activity, etc.
side of forehead: for alpha wave, left or right brain activity, etc.
center of chest: HRV, breathing, body posture and activity, etc.
Several EEG examples are shown here, from different individuals and comparing right and left top forehead signals, to highlight the features and differences between peoples. Top trace shows Right side EEG, second trace shows Left side EEG, and if there is a third trace showing accelerometer Z data for head posture and movements.
1. Person1: showing signal waveforms with very distinct differences in amplitudes and features. Watching videos and ebook.
Taking advantage of free EDF Browser and free Audacity(R) programs, our EEG and ECG data set can be brought to live, and actually quite easy to read out our internal activities.
1. EEG: Audacity(R) showing EEG spectrogram and corresponding 3D accelerometer and temperature sensor data. For a whole evening: walking, dinner, video watching, book reading, meditation, sleep, meditation, breakfast and music listening. The accelerometer data show clearly how the head posture changed with each activity. The various sleep stages and patterns are also easily discernible.
In recent years, there are more and more bio-sensor products on the market for consumers utilizing various sensor technologies, some more affordable than others, and few allow access to actual sensor data streams.
Links for many of these products are listed below. You can help us make this list more complete.
Motion sensor pedometer: http://store.nike.com/us/en_us/?l=shop,pdp,ctr-inline/cid-1/pid-579306/p...
Most of the fitness and sporting gadgets with accelerometer (G-sensor) built-in can give you nice scores on pedometer (number of steps taken), and some activity level measure ("fuel"). However, by NOT providing the users the opportunity to access and view the raw sensor data, greater opportunity to further help the user is often lost.
The place to share your ideas, experiments, learning and data sets. By categories: 1) EEG data sets 2) Heart Rate (HR) data sets 3) Motion/Posture data sets 4) other data sets
Useful open source free software:
1) EDFbrowser is a free, open source, multi-platform, universal viewer and toolbox intended for, but not limited to, time series storage files like EEG, EMG, ECG, Bio-Impedance, etc. It can be downloaded from many free download sites, a few are shown below.
http://www.teuniz.net/edfbrowser/
http://www.tomsguide.com/us/download/EDFbrowser,0301-34240.html
