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Covert Face Recognition: Further Tests of a Computational Model.

 Randall C. O'Reilly and Martha J. Farah
  
 

Abstract:
Some prosopagnosic patients show evidence of unconscious or "covert" face recognition, despite poor performance on tests of overt recognition such as naming faces or judging their familiarity. This dissociation seems to suggest that visual face recognition processes are intact in such patients, and merely disconnected from higher cognitive systems necessary for conscious awareness. We earlier showed that the dissociation was consistent with the functioning of a damaged neural network for visual face recognition, with no separate systems for consciousness hypothesized. Our model demonstrated savings in face-name relearning, faster perception of familiar faces, and semantic priming by unrecognized faces after damage that reduced its overt face recognition to chance levels. Here we report that the same model can account for a number of other covert face recognition findings, including sequential associative priming by faces, forced choice cued recognition, and provoked overt recognition, as well as demonstrating impaired overt recognition on a wider array of measures. We also account for the curious behavior of a patient who could overtly recognize neither faces nor names, but could judge which ones went together. We conclude that covert recognition is most parsimoniously explained as an intermediate level of damage to the face recognition system, resulting in failure on overt tasks but still allowing the residual knowledge of the system to be manifest in some so-called covert tasks.

 
 


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