A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions E Schulz, M Speekenbrink, A Krause Journal of Mathematical Psychology 85, 1-16, 2018 | 1083 | 2018 |
Social influence on risk perception during adolescence LJ Knoll, L Magis-Weinberg, M Speekenbrink, SJ Blakemore Psychological science 26 (5), 583-592, 2015 | 487 | 2015 |
depmixS4: an R package for hidden Markov models I Visser, M Speekenbrink Journal of statistical Software 36, 1-21, 2010 | 466 | 2010 |
Generalization guides human exploration in vast decision spaces CM Wu, E Schulz, M Speekenbrink, JD Nelson, B Meder Nature human behaviour 2 (12), 915-924, 2018 | 239 | 2018 |
depmixS4: Dependent Mixture Models-Hidden Markov Models of GLMs and Other Distributions in S4 I Visser, M Speekenbrink | 202 | 2015 |
Uncertainty and exploration in a restless bandit problem M Speekenbrink, E Konstantinidis Topics in cognitive science 7 (2), 351-367, 2015 | 180 | 2015 |
Models of recognition, repetition priming, and fluency: exploring a new framework. CJ Berry, DR Shanks, M Speekenbrink, RNA Henson Psychological review 119 (1), 40, 2012 | 152 | 2012 |
Conservative forgetful scholars: How people learn causal structure through sequences of interventions. NR Bramley, DA Lagnado, M Speekenbrink Journal of Experimental Psychology: Learning, Memory, and Cognition 41 (3), 708, 2015 | 122 | 2015 |
The subthalamic nucleus and inhibitory control: impact of subthalamotomy in Parkinson’s disease I Obeso, L Wilkinson, E Casabona, M Speekenbrink, M Luisa Bringas, ... Brain 137 (5), 1470-1480, 2014 | 111 | 2014 |
Compositional inductive biases in function learning E Schulz, JB Tenenbaum, D Duvenaud, M Speekenbrink, SJ Gershman Cognitive psychology 99, 44-79, 2017 | 101 | 2017 |
A tutorial on particle filters M Speekenbrink Journal of Mathematical Psychology 73, 140-152, 2016 | 96 | 2016 |
Learning in a changing environment. M Speekenbrink, DR Shanks Journal of Experimental Psychology: General 139 (2), 266, 2010 | 90 | 2010 |
A window of opportunity for cognitive training in adolescence LJ Knoll, D Fuhrmann, AL Sakhardande, F Stamp, M Speekenbrink, ... Psychological Science 27 (12), 1620-1631, 2016 | 89 | 2016 |
Putting bandits into context: How function learning supports decision making. E Schulz, E Konstantinidis, M Speekenbrink Journal of experimental psychology: learning, memory, and cognition 44 (6), 927, 2018 | 87 | 2018 |
Learning strategies in amnesia M Speekenbrink, S Channon, DR Shanks Neuroscience & Biobehavioral Reviews 32 (2), 292-310, 2008 | 68 | 2008 |
Incorporating conflicting descriptions into decisions from experience L Weiss-Cohen, E Konstantinidis, M Speekenbrink, N Harvey Organizational Behavior and Human Decision Processes 135, 55-69, 2016 | 55 | 2016 |
Time pressure changes how people explore and respond to uncertainty CM Wu, E Schulz, TJ Pleskac, M Speekenbrink Scientific reports 12 (1), 4122, 2022 | 54 | 2022 |
It’s new, but is it good? How generalization and uncertainty guide the exploration of novel options. H Stojić, E Schulz, P P Analytis, M Speekenbrink Journal of Experimental Psychology: General 149 (10), 1878, 2020 | 53 | 2020 |
Multitasking during social interactions in adolescence and early adulthood KL Mills, I Dumontheil, M Speekenbrink, SJ Blakemore Royal Society Open Science 2 (11), 150117, 2015 | 51 | 2015 |
Subthalamic nucleus deep brain stimulation induces impulsive action when patients with Parkinson’s disease act under speed pressure I Pote, M Torkamani, ZM Kefalopoulou, L Zrinzo, P Limousin-Dowsey, ... Experimental brain research 234, 1837-1848, 2016 | 50 | 2016 |