By Birte U. Forstmann, Eric-Jan Wagenmakers
Two fresh ideas, the emergence of formal cognitive types and the addition of cognitive neuroscience info to the conventional behavioral information, have led to the start of a brand new, interdisciplinary box of research: model-based cognitive neuroscience. regardless of the expanding clinical curiosity in model-based cognitive neuroscience, few lively researchers or even fewer scholars have a superb wisdom of the 2 constituent disciplines. the most objective of this edited assortment is to advertise the combination of cognitive modeling and cognitive neuroscience. specialists within the box will supply tutorial-style chapters that specify specific strategies and spotlight their usefulness via concrete examples and diverse case stories. The e-book also will contain a radical record of references pointing the reader in the direction of extra literature and on-line resources.
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Additional resources for An Introduction to Model-Based Cognitive Neuroscience
Similarly, it is important to check plots of fit broken down by all of the influential factors in the experimental design. Even when interest focuses on the effects of a subset of factors, and so it is appropriate to average over other (effectively “nuisance”) factors when reporting results, such averages can hide tradeoffs that mask systematic misfit. Hence, in the first instance it is important to carry out a thorough check graphical check of fit broken down by all factors that produce non-negligible effects on data.
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Farrell, S. (2011). Computational Modeling in Cognition: Principles and Practice. Thousand Oaks, CA: Sage. 5. Lewandowsky, S. (1993). The rewards and hazards of computer simulations. Psychological Science, 4, 236-243. 6. McClelland, J. L. (2009). The place of modeling in cognitive science. Topics in Cognitive Science, 1, 11-38. 22 S. Farrell and S. Lewandowsky 7. Norris, D. (2005). How do computational models help us build better theories? In A. ), Twenty-first century psycholinguistics: Four cornerstones (pp.
An Introduction to Model-Based Cognitive Neuroscience by Birte U. Forstmann, Eric-Jan Wagenmakers