Edge Impulse Experts / Muse-EEG-Robot BLINKS Public

Target: MacBook Pro 16" 2020 (Intel Core i9 2.4GHz) Clone this project

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Muse-EEG-Robot BLINKS

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Data (222 samples)

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shallow.EEG_recording_2023-06-10-19.11.08.s4

ID: 325547057

Label: shallow

Sample length: 2s

deep.EEG_recording_2023-06-10-19.33.03.s10

ID: 325547003

Label: deep

Sample length: 2s

background.EEG_recording_2023-06-11-19.20.38 (2).s5

ID: 325546902

Label: background

Sample length: 2s

shallow.EEG_recording_2023-06-10-19.34.30.s12

ID: 325546999

Label: shallow

Sample length: 2s

deep.EEG_recording_2023-06-10-19.33.03.s8

ID: 325547005

Label: deep

Sample length: 2s

background.EEG_recording_2023-06-11-19.20.38 (1).s6

ID: 325546898

Label: background

Sample length: 2s

deep.EEG_recording_2023-06-10-19.09.35.s19

ID: 325547036

Label: deep

Sample length: 2s

background.EEG_recording_2023-06-11-19.20.38 (2).s13

ID: 325546893

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	42,008
No. of clones	11