Ashby FG (2019) Statistical analysis of fMRI data, 2nd edn. MIT Press, Cambridge

Book  Google Scholar 

Ashby FG, Alfonso-Reese LA, Turken AU, Waldron EM (1998) A neuropsychological theory of multiple systems in category learning. Psychol Rev 105(3):442–481

Article  CAS  PubMed  Google Scholar 

Ashby FG, Ell SW, Valentin VV, Casale MB (2005) FROST: a distributed neurocomputational model of working memory maintenance. J Cognit Neurosci 17(11):1728–1743

Article  Google Scholar 

Ashby FG, Gott RE (1988) Decision rules in the perception and categorization of multidimensional stimuli. J Exp Psychol Learn Memory Cognit 14:33–53

Article  CAS  Google Scholar 

Cantwell G, Crossley MJ, Ashby FG (2015) Multiple stages of learning in perceptual categorization: evidence and neurocomputational theory. Psychon Bull Rev 22:1598–1613. https://doi.org/10.3758/s13423-015-0827-2

Article  PubMed  PubMed Central  Google Scholar 

Crossley MJ, Ashby FG, Maddox WT (2013) Erasing the engram: the unlearning of procedural skills. J Exp Psychol General 142(3):710

Article  Google Scholar 

Hélie S, Roeder JL, Ashby FG (2010) Evidence for cortical automaticity in rule-based categorization. J Neurosci 30(42):14225–14234. https://doi.org/10.1523/JNEUROSCI.2393-10.2010

Article  CAS  PubMed  PubMed Central  Google Scholar 

Hélie S, Shamloo F, Ell SW (2017) The effect of training methodology on knowledge representation in categorization. PLOS ONE 12:e0183904

Article  PubMed  PubMed Central  Google Scholar 

Hélie S, Shamloo F, Zhang H, Ell SW (2021) The impact of training methodology and representation on rule-based categorization: an fMRI study. Cognit Affect Behav Neurosci 21:717–735

Article  Google Scholar 

Jenkinson M, Bannister P, Brady M, Smith S (2002) Improved optimisation for the robust and accurate linear registration and motion correction of brain images. NeuroImage 17:825–841

Article  PubMed  Google Scholar 

Leitenberg H, Rawson RA, Bath K (1970) Reinforcement of competing behavior during extinction. Science 169:301–303

Article  ADS  CAS  PubMed  Google Scholar 

Nevin JA (1974) Response strength in multiple schedules. J Exp Anal Behav 21:389–408

Article  CAS  PubMed  PubMed Central  Google Scholar 

Nosofsky RM (1986) Attention, similarity, and the identification-categorization relationship. J Exp Psychol General 115:39–57

Article  CAS  Google Scholar 

Petersen SE, Posner MI (2012) The attention system of the human brain: 20 years after. Ann Rev Neurosci 35:73–89

Article  CAS  PubMed  Google Scholar 

Philipp AM, Weidner R, Koch I, Fink GR (2013) Differential roles of inferior frontal and inferior parietal cortex in task switching: evidence from stimulus-categorization switching and response-modality switching. Hum Brain Mapp 34(8):1910–1920. https://doi.org/10.1002/hbm.22036

Article  PubMed  Google Scholar 

Scolari M, Seidl-Rathkopf KN, Kastner S (2015) Functions of the human frontoparietal attention network: evidence from neuroimaging. Curr Opin Behav Sci 1:32–39. https://doi.org/10.1016/j.cobeha.2014.08.003

Article  PubMed  Google Scholar 

Shamloo F, Hélie S (2020) A study of individual differences in categorization with redundancy. J Math Psychol 99:102467

Article  MathSciNet  PubMed  PubMed Central  Google Scholar 

Shomstein S (2012) Cognitive functions of the posterior parietal cortex: top-down and bottom-up attentional control. Front Integr Neurosci 6(JULY 2012):1–7. https://doi.org/10.3389/fnint.2012.00038

Article  Google Scholar 

Smith S (2002) Fast robust automated brain extraction. Hum Brain Mapp 17:143–155

Article  PubMed  PubMed Central  Google Scholar 

Smith SM, Beckmann CF, Andersson J, Auerbach EJ, Bijsterbosch J, Douaud G et al (2013) Resting-state fMRI in the human connectome project. NeuroImage 80:144–168

Article  PubMed  Google Scholar 

Trask S, Schepers ST, Bouton ME (2015) Context change explains resurgence after the extinction of operant behavior. Rev Mex Anal Conducta 41(2):187–210. https://doi.org/10.5514/rmac.v41.i2.63772

Article  PubMed  PubMed Central  Google Scholar 

Trask S, Shipman ML, Green JT, Bouton ME (2020) Some factors that restore goal-direction to a habitual behavior. Neurobiol Learn Memory 169(September 2019):107161. https://doi.org/10.1016/j.nlm.2020.107161

Article  Google Scholar 

Vossel S, Geng JJ, Fink GR (2014) Dorsal and ventral attention systems: Distinct neural circuits but collaborative roles. Neuroscientist 20(2):150–159. https://doi.org/10.1177/1073858413494269

Article  PubMed  PubMed Central  Google Scholar 

Winterbauer NE, Bouton ME (2010) Mechanisms of resurgence of an extinguished instrumental behavior. J Exp Psychol Anim Behav Process 36:343–353

Article  PubMed  PubMed Central  Google Scholar