Curriculum Vitae - Department of Psychology - Princeton University
Curriculum Vitae - Department of Psychology - Princeton University
Curriculum Vitae - Department of Psychology - Princeton University
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Matthew Botvinick, M.D., Ph.D. Page 16<br />
Allen, K., Pereira, F., Botvinick, M. & Goldberg, A. (2012). Neurolinguistic detection <strong>of</strong><br />
argument structure constructions. Brain and Language, 123, 174-182.<br />
Botvinick, M. (2012). Hierarchical reinforcement learning and decision making. Current<br />
Opinion in Neurobiology, 22, 956-962.<br />
Botvinick, M. & Toussaint, M. (2012). Planning as inference. Trends in Cognitive<br />
Sciences, 10, 485-588.<br />
Solway, A. & Botvinick, M. M. (2012). Goal-directed decision making as probabilistic<br />
inference: A computational framework and potential neural correlates.<br />
Psychological Review, 119, 120-154.<br />
Pereira, F., Detre, G. & Botvinick, M. (2013). Using Wikipedia to learn semantic feature<br />
representations <strong>of</strong> concrete concepts in neuroimaging experiments. Artificial<br />
Intelligence, 194, 240-252.<br />
Botvinick, M. & Cohen, J. D. (in press). Computational models <strong>of</strong> executive control:<br />
Charted territory and new frontiers. Cognitive Science.<br />
Brunton, B., Botvinick, M. & Brody, C. (in press). A variational method reveals optimal<br />
accumulation <strong>of</strong> evidence for decision-making in rats and humans. Science.<br />
Kool, W. & Botvinick, M. (in press). A labor-leisure trade<strong>of</strong>f in cognitive control. Journal<br />
<strong>of</strong> Experimental <strong>Psychology</strong>: General.<br />
Kool, W., Getz, S. & Botvinick, M. (in press). Neural representation <strong>of</strong> reward probability:<br />
Evidence from the Illusion <strong>of</strong> Control. Journal <strong>of</strong> Cognitive Neuroscience.<br />
Pereira, F. & Botvinick, M. (in press). A systematic approach to extracting semantic<br />
information from functional MRI data. Neural Information Processing Systems.<br />
Schapiro, A., Rogers, T., Cordova, N., Turk-Browne, N., & Botvinick, M. (in press).<br />
Neural representations <strong>of</strong> events arise from temporal community structure. Nature<br />
Neuroscience.<br />
Manuscripts Under Review or Revision:<br />
Diuk, C., Botvinick, M. & Niv, Y. (under revision). Two simultaneous, but separable,<br />
prediction errors in human ventral striatum. Journal <strong>of</strong> Neuroscience.<br />
Diuk, C., Solway, A., Cordova, N., Niv, Y. & Botvinick, M. (under review). Optimal<br />
behavioral hierarchy.
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