• On the efficiency of neurally-informed cognitive models to identify latent cognitive states 

      Hawkins, Guy; Mittner, Matthias; Forstmann, Birte U; Heathcote, A (Journal article; Tidsskriftartikkel; Peer reviewed, 2016-07-25)
      Psychological theory is advanced through empirical tests of predictions derived from quantitative cognitive models. As cognitive models are developed and extended, they tend to increase in complexity–leading to more precise predictions–which places concomitant demands on the behavioral data used to discriminate between candidate theories. To aid discrimination between cognitive models and, more ...
    • Toward a model-based cognitive neuroscience of mind wandering 

      Hawkins, Guy; Mittner, Matthias; Boekel, W; Heathcote, A; Forstmann, Birte U (Journal article; Tidsskriftartikkel; Peer reviewed, 2015-12-03)
      People often ‘‘mind wander” during everyday tasks, temporarily losing track of time, place, or current task goals. In laboratory-based tasks, mind wandering is often associated with performance decrements in behavioral variables and changes in neural recordings. Such empirical associations provide descriptive accounts of mind wandering – howit affects ongoing task performance – but fail to ...