The lateralized readiness potential: relationship between human data and response activation in a connectionist model.

Abstract:

:Psychophysiological measures such as the lateralized readiness potential (LRP) have been used to study information processing in the Eriksen flankers task. The data provided by these measures are consistent with a continuous flow theory, which proposes that the output of stimulus evaluation is continuously available to the response channels. Cohen et al. (1992) realized this theory in a connectionist model and showed that its behavior corresponded to that of human subjects in the flankers task. We report here a modification of the model and an analysis of the degree to which simulated LRPs (based on the activation functions of the response units of the model) resemble the actual LRPs of human subjects in the same task. Across a variety of different experimental conditions and outcomes, there was a marked correspondence between the simulated and actual LRPs. These observations strengthen the propriety of the connectionist model and of the continuous flow theory on which it is based.

journal_name

Psychophysiology

journal_title

Psychophysiology

authors

Spencer KM,Coles MG

doi

10.1017/s0048577299970749

subject

Has Abstract

pub_date

1999-05-01 00:00:00

pages

364-70

issue

3

eissn

0048-5772

issn

1540-5958

journal_volume

36

pub_type

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