Edge Impulse Experts / Muse-EEG-Robot BLINKS Public

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Muse-EEG-Robot BLINKS

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Data (222 samples)

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deep.EEG_recording_2023-06-10-19.09.35.s5

ID: 325547055

Label: deep

Sample length: 2s

shallow.EEG_recording_2023-06-10-19.11.08.s26

ID: 325547021

Label: shallow

Sample length: 2s

background.EEG_recording_2023-06-10-20.13.02.s2

ID: 325546949

Label: background

Sample length: 2s

deep.EEG_recording_2023-06-10-19.09.35.s15

ID: 325547041

Label: deep

Sample length: 2s

deep.EEG_recording_2023-06-10-19.09.35.s7

ID: 325547052

Label: deep

Sample length: 2s

deep.EEG_recording_2023-06-10-19.09.35.s19

ID: 325547036

Label: deep

Sample length: 2s

background.EEG_recording_2023-06-10-20.03.24.s1

ID: 325546971

Label: background

Sample length: 2s

background.EEG_recording_2023-06-11-19.20.38 (1).s7

ID: 325546896

Label: background

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

88.9%

On-device performance (MacBook Pro 16" 2020 (Intel Core i9 2.4GHz), Unoptimized (float32))

Latency

2 ms.

Flash usage

36.2K

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Dataset summary

Data collected

7m 16s

Sensors

TP9, AF7, AF8, TP10 @ 250Hz

Labels

background, deep, double, shallow

Project info

Project ID	238114
Project version	1
License	Apache 2.0
No. of views	34,360
No. of clones	11