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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shallow.EEG_recording_2023-06-10-19.34.30.s9

ID: 325547002

Label: shallow

Sample length: 2s

shallow.EEG_recording_2023-06-10-19.34.30.s29

ID: 325546972

Label: shallow

Sample length: 428ms

background.EEG_recording_2023-06-10-20.04.36.s11

ID: 325546955

Label: background

Sample length: 2s

shallow.EEG_recording_2023-06-10-19.34.30.s8

ID: 325547006

Label: shallow

Sample length: 2s

deep.EEG_recording_2023-06-10-19.09.35.s11

ID: 325547047

Label: deep

Sample length: 2s

deep.EEG_recording_2023-06-10-19.33.03.s19

ID: 325546990

Label: deep

Sample length: 2s

background.EEG_recording_2023-06-10-20.13.02.s7

ID: 325546945

Label: background

Sample length: 2s

shallow.EEG_recording_2023-06-10-19.34.30.s15

ID: 325546993

Label: shallow

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	29,484
No. of clones	9