Estimating brain load from the EEG

A Holm, K Lukander, J Korpela…�- The Scientific World�…, 2009 - Wiley Online Library
The Scientific World Journal, 2009Wiley Online Library
Modern work requires cognitively demanding multitasking and the need for sustained
vigilance, which may result in work‐related stress and may increase the possibility of human
error. Objective methods for estimating cognitive overload and mental fatigue of the brain on‐
line, during work performance, are needed. We present a two‐channel
electroencephalography (EEG)–based index, theta Fz/alpha Pz ratio, potentially
implementable into a compact wearable device. The index reacts to both acute external and�…
Modern work requires cognitively demanding multitasking and the need for sustained vigilance, which may result in work‐related stress and may increase the possibility of human error. Objective methods for estimating cognitive overload and mental fatigue of the brain on‐line, during work performance, are needed. We present a two‐channel electroencephalography (EEG)–based index, theta Fz/alpha Pz ratio, potentially implementable into a compact wearable device. The index reacts to both acute external and cumulative internal load. The index increased with the number of tasks to be performed concurrently (p = 0.004) and with increased time awake, both after normal sleep (p = 0.002) and sleep restriction (p = 0.004). Moreover, the increase of the index was more pronounced in the afternoon after sleep restriction (p = 0.006). As a measure of brain state and its dynamics, the index can be considered equivalent to the heartbeat, an indicator of the cardiovascular state, thus inspiring the name "brainbeat".
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