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Working papers

Bornstein AM, Aly M, Feng SF, Turk-Browne NB, Norman KA, Cohen JD. Decisions on the basis of continuous accumulation of memory and sensory evidence.
 
Hoskin AN, Bornstein AM, Norman KA, Cohen JD. Episodic memory reinstatements intrude on working memory maintenance. [pdf]

Peer-reviewed publications

Bornstein AM, Khaw MW, Shohamy D, Daw ND (2017). Reminders of past choices bias decisions for reward in humans. Nature Communications 8:15958. [pdf] [supplement] [news & views]
 
Bornstein AM, Norman KA (2017). Reinstated episodic context guides sampling-based decisions for reward. Nature Neuroscience 20:997-1003. [readcube] [preprint] [supplement] [news & views]
 
Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND, Cohen JD (in press). Mechanisms of overharvesting in patch foraging in rodents. Proceedings of the 39th Annual Conference of the Cognitive Science Society.
 
Bornstein AM, Daw ND (2013). Cortical and hippocampal correlates of deliberation during model-based decisions for rewards in humans. PLoS Computational Biology 9(12):e1003387. [pdf] [supplement]
 
Bornstein AM, Daw ND (2012). Dissociating hippocampal and striatal contributions to sequential prediction learning. European Journal of Neuroscience 35:1011-1023. [pdf] [supplement]
 
Preston AR, Bornstein AM, Hutchinson JB, Gaare ME, Glover GH, Wagner AD (2010). High-resolution fMRI of content-sensitive subsequent memory responses in human medial temporal lobe. Journal of Cognitive Neuroscience 22:156-173.
 
Floares A, Jakary A, Bornstein A, Deicken R (2006). Neural networks and Classification and Regression Trees are able to distinguish females with major depression from healthy controls using neuroimaging data. Proceedings of the IEEE International Joint Conference of Neural Networks, 2006, 4605-4611.

Reviews, commentaries, book chapters

Bornstein AM (in press). Mixing memory and desire: How episodic memory aids goal-directed decisions. To appear in: Morris RM, Bornstein AM, Shenhav A (eds.) Goal-Directed Decision Making: Computations and Neural Circuits Amsterdam: Elsevier. [abstract]
 
Bornstein AM, Miller KJ, Shenhav A (2015). Walking bundles of habits (and Response-Outcome associations). European Journal of Neuroscience 41:1356-1357. [pdf]
 
Bornstein AM, Shvartsman M (2015). Distinguishing between descriptive and rational approaches to collapsing decision bounds. Unpublished commentary. [pdf]
 
Wallisch P, Bornstein AM (2013). Enhanced motion perception as a psychophysical marker for autism? Journal of Neuroscience 33(37):14631-14632. [pdf]
 
Bornstein AM, Constantino SM (2012). The temporal dynamics of value-based decisions in humans. Unpublished commentary. [pdf]
 
Bornstein AM, Nylen EL, Steele SA (2011). Unblocking the neural substrates of model-based value. Journal of Neuroscience 31(28):10117-10118. [pdf]
 
Bornstein AM, Daw ND (2011). Multiplicity of control in the basal ganglia: Computational roles of striatal subregions. Current Opinion in Neurobiology 21(3):374-380. [pdf]

Organizing

(forthcoming) book: "Goal-Directed Decision Making: Computations and Neural Circuits", with Richard W. Morris and Amitai Shenhav.
 
2015.03 Cosyne workshop: "Memory in action: The role(s) of the hippocampus in decisions for reward", with Elliott Wimmer.

Non-academic stuff

Media recommendations (books, movies, tv, articles, etc)

aaron@bornstein.org aaronb@nyu.edu aaronb@cns.nyu.edu aaronmb@mit.edu aaronmb@alum.mit.edu aaronmb@princeton.edu Arron Aron Bornstein Aaron Bronstein Aaron Bornstien neuroscience psychology economics brains math mathematics Princeton MIT NYU Stanford hippocampus striatum reinforcement learning episodic memory netris Andre Bretton-Woods