The importance of falsification in computational cognitive modeling

S Palminteri, V Wyart, E Koechlin - Trends in cognitive sciences, 2017 - cell.com
In the past decade the field of cognitive sciences has seen an exponential growth in the
number of computational modeling studies. Previous work has indicated why and how …

A review on design of experiments and surrogate models in aircraft real-time and many-query aerodynamic analyses

R Yondo, E Andrés, E Valero - Progress in aerospace sciences, 2018 - Elsevier
Full scale aerodynamic wind tunnel testing, numerical simulation of high dimensional (full-
order) aerodynamic models or flight testing are some of the fundamental but complex steps …

Theory before the test: How to build high-verisimilitude explanatory theories in psychological science

I van Rooij, G Baggio - Perspectives on Psychological …, 2021 - journals.sagepub.com
Drawing on the philosophy of psychological explanation, we suggest that psychological
science, by focusing on effects, may lose sight of its primary explananda: psychological …

Shortlist B: a Bayesian model of continuous speech recognition.

D Norris, JM McQueen - Psychological review, 2008 - psycnet.apa.org
A Bayesian model of continuous speech recognition is presented. It is based on Shortlist (D.
Norris, 1994; D. Norris, JM McQueen, A. Cutler, & S. Butterfield, 1997) and shares many of …

Between the devil and the deep blue sea: Tensions between scientific judgement and statistical model selection

DJ Navarro - Computational Brain & Behavior, 2019 - Springer
Discussions of model selection in the psychological literature typically frame the issues as a
question of statistical inference, with the goal being to determine which model makes the …

Robust modeling in cognitive science

MD Lee, AH Criss, B Devezer, C Donkin, A Etz… - Computational Brain & …, 2019 - Springer
In an attempt to increase the reliability of empirical findings, psychological scientists have
recently proposed a number of changes in the practice of experimental psychology. Most …

Rational adaptation under task and processing constraints: implications for testing theories of cognition and action.

A Howes, RL Lewis, A Vera - Psychological review, 2009 - psycnet.apa.org
The authors assume that individuals adapt rationally to a utility function given constraints
imposed by their cognitive architecture and the local task environment. This assumption …

Individual differences in online spoken word recognition: Implications for SLI

B McMurray, VM Samelson, SH Lee, JB Tomblin - Cognitive psychology, 2010 - Elsevier
Thirty years of research has uncovered the broad principles that characterize spoken word
processing across listeners. However, there have been few systematic investigations of …

A neurobiological theory of automaticity in perceptual categorization.

FG Ashby, JM Ennis, BJ Spiering - Psychological review, 2007 - psycnet.apa.org
A biologically detailed computational model is described of how categorization judgments
become automatic in tasks that depend on procedural learning. The model assumes 2 …

Competition and cooperation among similar representations: toward a unified account of facilitative and inhibitory effects of lexical neighbors.

Q Chen, D Mirman - Psychological review, 2012 - psycnet.apa.org
Abstract [Correction Notice: An Erratum for this article was reported in Vol 119 (4) of
Psychological Review (see record 2012-23932-001). Incorrect decay rates were provided in …