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Mental rotation experiment and model for ACT-R. Contains simple behavioral data to match simulation output against.

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Cognitive Model for a Mental Rotation Task

Demo of MR model in action

The cognitive model solved a simulated version of the mental rotation task, based on cognitive processes theorised by Shepard and Metzler (1971), Cooper and Shepard (1973), Just and Carpenter (1976), and Yuille and Steiger (1982). It followed the basic processing stages (visual encoding, transformation and comparison, and motor response) described by Cooper and Shepard (1973) and Just and Carpenter (1976). Two separate solving tracks were assumed by the model, akin to the wholesale and piecemeal solving strategies originally suggested by Yuille and Steiger (1982). An instant-based learning mechanism included in ACT-R (Gonzalez et al., 2003) was used to choose the appropriate strategy based on familiarity with the presented stimulus.

Discussed in scientific papers: Neuropsychologia, Vol. 188, 2023

Reupload for portfolio purposes. Originally uploaded in 2023 at https://doi.org/10.14279/depositonce-19514.

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Mental rotation experiment and model for ACT-R. Contains simple behavioral data to match simulation output against.

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