Neo-associativism: Limited learning transfer without binding symbol representations
Behavioral and Brain Sciences 25 (3):350-351 (2002)
| Abstract | Perruchet & Vinter claim that with the additional capacity to determine whether two arbitrary stimuli are the same or different, their association-based PARSER model is sufficient to account for learning transfer. This claim overstates the generalization capacity of perceptual versus nonperceptual (symbolic) relational processes. An example shows why some types of learning transfer also require the capacity to bind arbitrary representations to nonperceptual relational symbols. | |||||||||
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Effie Maclellan (2005). Conceptual Learning: The Priority for Higher Education. British Journal of Educational Studies 53 (2):129 - 147.
Annie Vinter & Pierre Perruchet (1999). What About Consciousness During Learning? Behavioral and Brain Sciences 22 (1):173-173.
William J. Clancey (1995). Practice Cannot Be Reduced to Theory: Knowledge, Representations, and Change in the Workplace. In [Book Chapter].
Peter F. Dominey (1997). Reducing Problem Complexity by Analogical Transfer. Behavioral and Brain Sciences 20 (1):71-72.
A. Vinter & P. Perruchet (1997). Relational Problems Are Not Fully Solved by a Temporal Sequence of Statistical Learning Episodes. Behavioral and Brain Sciences 20 (1):82-82.
York Hagmayer, Björn Meder, Momme von Sydow & Michael R. Waldmann (2011). Category Transfer in Sequential Causal Learning: The Unbroken Mechanism Hypothesis. Cognitive Science 35 (5):842-873.
John E. Hummel (2010). Symbolic Versus Associative Learning. Cognitive Science 34 (6):958-965.
Simon M. Huttegger & Brian Skyrms (2008). Emergence of Information Transfer by Inductive Learning. Studia Logica 89 (2):237 - 256.
Steven Phillips (1999). Systematic Minds, Unsystematic Models: Learning Transfer in Humans and Networks. Minds and Machines 9 (3):383-398.
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