2020
DOI: 10.5334/joc.97
|View full text |Cite
|
Sign up to set email alerts
|

An Episodic Model of Task Switching Effects: Erasing the Homunculus from Memory

Abstract: The Parallel Episodic Processing (PEP) model is a neural network for simulating human performance in speeded response time tasks. It learns with an exemplar-based memory store and it is capable of modelling findings from various subdomains of cognition. In this paper, we show how the PEP model can be designed to follow instructions (e.g., task rules and goals). The extended PEP model is then used to simulate a number of key findings from the task switching domain. These include the switch cost, task-rule congr… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1

Citation Types

0
13
0

Year Published

2021
2021
2023
2023

Publication Types

Select...
6
1

Relationship

2
5

Authors

Journals

citations
Cited by 16 publications
(16 citation statements)
references
References 162 publications
0
13
0
Order By: Relevance
“…In this respect, the current findings may be cautiously taken to align with research on the n − 2 task repetition cost in questioning an extensive role for top-down inhibition of task sets in setting the cognitive flexibility-stability balance (cf. Schmidt & Liefooghe, 2016; Schmidt et al, 2020a, 2020b). We hope that future studies will provide more dedicated explorations into the links between instruction following and task switching paradigms.…”
Section: Discussionmentioning
confidence: 99%
“…In this respect, the current findings may be cautiously taken to align with research on the n − 2 task repetition cost in questioning an extensive role for top-down inhibition of task sets in setting the cognitive flexibility-stability balance (cf. Schmidt & Liefooghe, 2016; Schmidt et al, 2020a, 2020b). We hope that future studies will provide more dedicated explorations into the links between instruction following and task switching paradigms.…”
Section: Discussionmentioning
confidence: 99%
“…This conclusion is in line with previous demonstrations, which indicate that instructions (e.g., Liefooghe et al, 2012), verbal messages (e.g., Pfeuffer et al, 2017), or even derived learning (Liefooghe et al, 2020) can induce automaticity. As such, accounts of automaticity should be elaborated to accommodate such alternative pathways of learning (see Schmidt et al, 2020 for an example). On the other hand, the present results suggest that the benefit of imagery techniques in skill acquisition (see Driskell et al, 1994 for a meta-analysis) may be based on the formation of episodes in memory during practice, which over time lead to automatic behaviour.…”
Section: Discussionmentioning
confidence: 99%
“…The sequence of stimulus combinations was randomised in mixed task-order blocks and constant (with respect to the order of the horizontal and the vertical arrow) in fixed task-order blocks. The occurrence of stimulus and response repetitions was not restricted (e.g., see Schmidt et al, 2020), as any effects of repetition priming should have similar effects on performance in both tasks and order conditions. In single-task blocks, the task-relevant stimulus was always presented first.…”
Section: Methodsmentioning
confidence: 99%