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Perceptual and Category Processing of the Uncanny Valley Hypothesis' Dimension of Human Likeness: Some Methodological Issues
Published on: June 3, 2013
Further investigations of stimulus coding in nonlinear discrimination problems.
H Lachnit1, G Reinhard, H D Kimmel
1Department of Psychology, Philipps-University Marburg, Gutenbergstr. 18, D-35032 Marburg, Germany. lachnit@mailer.uni-marburg.de
Biological Psychology
|December 2, 2000
Summary
Human participants learned to differentiate stimuli in negative patterning (NP) conditioning by recognizing abstract rules. This ability to distinguish reinforced from non-reinforced stimuli was crucial for successful discrimination in NP tasks.
Area of Science:
- Cognitive Psychology
- Behavioral Neuroscience
- Learning and Memory
Background:
- Negative patterning (NP) is a complex form of associative learning where stimuli are reinforced individually but not in compound.
- Understanding the cognitive mechanisms underlying NP discrimination is key to deciphering associative learning processes.
- Previous research has explored various factors influencing NP acquisition, but the precise coding strategies remain debated.
Purpose of the Study:
- To investigate the role of abstract rule-based coding in human negative patterning (NP) conditioning.
- To determine whether the 'separate versus together' dimension is essential for NP discrimination.
- To differentiate NP learning from simple discrimination based on stimulus number.
Main Methods:
- Two human experiments utilizing Pavlovian SCR (skin conductance response) conditioning.
- Experiment 1: NP group with reinforced element-compound pairs; Control group with non-reinforced compounds.
- Experiment 2: Modified NP and control groups to isolate the effect of the 'separate versus together' dimension.
Main Results:
- In Experiment 1, the NP group successfully discriminated reinforced elements from non-reinforced compounds, unlike the control group.
- The NP group's discrimination was linked to the availability of an abstract rule (e.g., stimulus number).
- In Experiment 2, the NP group learned the discrimination, while controls failed, indicating the 'separate versus together' dimension is critical.
Conclusions:
- Negative patterning discrimination is not solely based on the number of reinforced versus non-reinforced stimuli.
- The abstract dimension of 'separate versus together' is a critical factor for acquiring NP discriminations.
- This suggests a specific coding strategy is employed in NP that relies on relational stimulus properties.

