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Statistical mechanics of neocortical interactions: EEG correlates of reaction times

A statistical mechanics of neuronal interactions (SMNI) is explored as providing some a basis for correlating EEG evoked potentials to reaction times. Some specific elements of SMNI, previously used to develop a theory of short-term memory (STM) and a model of electroencephalography (EEG) are key to providing this basis. Hick's law, an observed linear relationship between reaction time (RT) and the information storage of STM is derived.