Files & Formats

Neuroelectrics devices generate a series of files and formats. Proprietary ones are in bold:

- The .easy data format (ASCII, plain text) (Enobio & Starstim)
- The .info file (ASCII, plain text) (Enobio & Starstim) 
- The .sdeeg SD card data format (binary) (Enobio & Starstim)
- The ..nedf (binary) data format (Enobio & Starstim)

In general, time keeping is given with time stamps per sample in ms since Jan 1st 1970 (Unix time).

Neuroelectrics generated files

Neuroelectrics devices generate specific files as well as EEG data for Enobio devices.

the .info file associated with a stimulation session

Here is an example of the ASCII data file associated to a stimulation session. The name of the file would be something like '20130220112635_Patient01.info:

StartDate (first EEG timestamp): 1361377909087 
Device class: StarStim
Device Mac: 00:07:80:58:9C:1A
NIC version: v1.1.9
Firmware version: 699
Line filter status: OFF
Additional channel status:OFF
Number of records of Stimulation: 46 (1 second/record)

Total number of channels: 8

Number of EEG channels: 6
Number of stimulation channels: 1
Stimulation sampling rate: 500 Samples/second
Stimulation units: uA
Ramp up duration (s): 15
Ramp down duration (s): 15
Shamp ramp duration (s): OFF
Stimulation duration (s): 1200
Type of stimulation: tACS

Stimulation parameters:
Channel 1: 
 Position: C3
 Type: EEG Recording

 Channel 2: 
 Position: C4
 Type: Stimulation Anodal
 Amplitude (uA): 100
 Offset (uA): 0
 Frequency (Hz): 10

 Channel 3: 
 Position: Ch3
 Type: EEG Recording

Channel 4: 
 Position: Ch4
 Type: Return
 Percentage return: 100%

Channel 5: 
 Position: Ch5
 Type: EEG Recording

 Channel 6: 
 Position: Ch6
 Type: EEG Recording

Channel 7: 
 Position: Ch7
 Type: EEG Recording

 Channel 8: 
 Position: Ch8
 Type: EEG Recording

Trigger information:
 Code	Description
 1	Subject moved
 2	Eyes opened
 3	Eyes closed
 4	sleeping
 5	EEG signals are noisy
 6	
 7	
 8	
 9

EEG data files and formats

the .info file associated with an EEG only session

Here is an example of what this plain text file contains. The name of the file would be something like '20131011141257_demo.info:

StartDate (first EEG timestamp): 1381493577260
Device class: Enobio20
Device MAC: 00:07:80:63:F0:CD
NIC version: v1.2.9
Firmware version: 699
Line filter status: 60 Hz
Additional channel status: OFF
Total number of channels: 20
Number of EEG channels: 20
Number of records of EEG: 15381
Number of packets lost: 0(0.00%)
EEG sampling rate: 500 Samples/second
EEG units: nV

EEG montage:
 Channel 1: P7
 Channel 2: P4
 Channel 3: Cz
 Channel 4: Pz
 Channel 5: P3
 Channel 6: P8
 Channel 7: O1
 Channel 8: O2
 Channel 9: T8
 Channel 10: F8
 Channel 11: C4
 Channel 12: F4
 Channel 13: Fp2
 Channel 14: Fz
 Channel 15: C3
 Channel 16: F3
 Channel 17: Fp1
 Channel 18: T7
 Channel 19: F7
 Channel 20: EXT

Number of records of Accelerometer: 30 (1 second/record)
Number of channels of Accelerometer: 3
Accelerometer sampling rate: 100 Samples/second
Accelerometer units: mm/s^2

Trigger information:
 Code	Description
 1	EventA
 2	EventB
 3	Movement
 4	Eyeblink
 5	
 6	
 7	
 8	
 9

The .easy data format (ASCII)

 ABOUT THE NE ASCII DATA FORMAT (July 2012): 
       NE ASCII files contain one line per time sample (Sampling rate: 500 SPS). Each line contains first the EEG data (8,20 or 32 
       channels, depending on the device, with units in nV), followed by  three acceleration channels (aX,aY,aZ in mm/s^2-
       millimeters per second squared), a trigger flag (int32) and, finally, a timestamp in      
       Unix time (ms from Jan 1 1970):

 Ch1(nV) ... Ch8,20or32(nV) aX(mg) aY(mg) aZ(mg) AddSensor Flags(int32) TimeStamp (ms)
   
 Therefore Enobio8/StarStim8 will have a minimum of 8+4 (12) columns + timestamp

   Enobio8: 8 columns (EEG data) + 3 acceleration channels + trigger column + timestamp
        
   Enobio20: 20 columns (EEG data) + 3 acceleration channels + trigger column + timestamp

   Enobio 32: 32 columns (EEG data) + 3 acceleration channels + trigger column + timestamp

   Starstim 8: 8 columns (EEG data or not used channel to record EEG) + 3 acceleration channels + trigger column + timestamp

   Starstim 20: 20 columns (EEG data or not used channel to record EEG) + 3 acceleration channels + trigger column + timestamp

   Starstim 32: 32 columns (EEG data or not used channel to record EEG) + 3 acceleration channels + trigger column + timestamp
 

[Note: the accelerometer uses 13 bits for a range of +/- 16g, thus 3.9 mg/LSB]

Here is an example from a StarStim device (8 Channels) where the first 2 channels are used for stimulation (with "-1"s), and with accelerometer data (3 columns), markers (with a marker sent (5) in the last sample) and timestamp:

-1 -1  8999110  29602960 27793792  19921829  -3670597	18110801  -2745  9561	 -912  0  1353011252736
-1 -1  8902360  29539254 27764085  19818737  -3924179	18143797  -2745  9561	 -912  0  1353011252738
-1 -1  8827496  29457477 27727511  19748117  -4140377	18101551  -2745  9561	 -912  0  1353011252740
-1 -1  8779812  29376462 27720311  19705727  -4315472	18054868  -2745  9561	 -912  5  1353011252742 <-- Reception of the marker #5

Here is an example from a StarStim device (8 Channels) using all the channels to record EEG, and with accelerometer data (3 columns), markers and timestamp:

899394	182343   8999110  29602960	 27793792  19921829  -3670597	18110801	  -2745  9561	 -912  0  1353011252736
197056	789249   8902360  29539254	 27764085  19818737  -3924179	18143799	  -2745  9561	 -912  0  1353011252738
198187	237426   8827496  29457477	 27727511  19748117  -4140377	18101551	  -2745  9561	 -912  0  1353011252740
772031	389240   8779812  29376462	 27720311  19705727  -4315472	18054868	  -2745  9561	 -912  0  1353011252742

Regarding the 3D image of the accelerometer, here the image of an Enobio 8-channels or a Starstim 8-channels:

The .edf (binary, EDF+) data format

This is the standard | EDF data format. Files in this format can be opened from EDF data readers. The EDF+ format has only 16 bits of quantization. To avoid any distortion of the signal the EDF+ files are pre-processed including:

- High pass filtering of the signal at 0.1 Hz

The .nedf (binary) data format

This is Neuroelectrics proprietary data format (NEDF). It is lossless (full 24 bit) binary. It can be opened by NIC Offline and exported/saved into any of the other NE formats.

The .sdeeg SD card data

This is another proprietary, binary data format. It can be opened with NIC Offline software and exported/saved into any of the other NE formats.