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Orbitofrontal Dysfunction: A Connectionist Model of a Neurobehavioral Continuum

 Catherine L. Harris and Wayne M. Dinn
  
 

Abstract:
The orbitofrontal cortex, with its subcortical connections, represents a distinct functional subsystem. We propose that hypo- and hypermetabolism of the orbitofrontal circuit underlie a distinct behavioral continuum with specific clinical syndromes (psychopathy and obsessive-compulsive disorder) representing extreme deviations in circuit activity. To determine if this continuum encompasses both clinical syndromes and non-clinical variations in personality, we monitored subjects) electodermal activity during the presentation of emotionally-evocative stimuli, administered personality tests and measures sensitive to orbitofrontal dysfunction to general population subjects and OCD patients. Our results demonstrated a relationship between orbitofrontal dysfunction and specific personality traits. The connectionist network describes how sensitivity to aversive stimuli can emerge from either prolonged socialization to attend to harmful stimuli or from traumatic experiences. Input to the network consists of semantic feature vectors representing neutral and aversive stimuli, while the teaching signal is either expected or actual harm. The network is trained via the backpropagation algorithm to recode the input vector through a waist of hidden units, whose size determines how rigidly the input is classified as aversive or neutral. The network must also maintain an optimal arousal level via a compensatory behavioral strategy. Additional parameters are the slope of the sigmoid (which influences the difficulty of matching the targets) and the cost of failing to identify harmful stimuli.

 
 


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