The Reading Room
A seasonal shelf, kept by the founders and the network. Papers, essays and the occasional poem, posted in season and sometimes read together.

The Archive

Founder & President
Dr Ruairidh Battleday
- 2024Read →Artificial intelligence for science: the easy and hard problemsRM Battleday, SJ GershmanarXiv:2408.14508
- 2023Read →The Role of Nonparametric Inference in Computational Models of Categorization and AnalogyRML BattledayPrinceton University (PhD thesis)
- 2023Read →On the informativeness of supervision signalsI Sucholutsky, RM Battleday, KM Collins, R Marjieh, J Peterson, P Singh, V Bhatt, N Jacoby, A Weller, TL GriffithsUncertainty in Artificial Intelligence (UAI), 2036-2046
- 2021Read →From convolutional neural networks to models of higher-level cognition (and back again)RM Battleday, JC Peterson, TL GriffithsAnnals of the New York Academy of Sciences 1505(1), 55-78
- 2020Read →Capturing human categorization of natural images by combining deep networks and cognitive modelsRM Battleday, JC Peterson, TL GriffithsNature Communications 11(1), 5418
- 2020Read →End-to-end deep prototype and exemplar models for predicting human behaviorP Singh, JC Peterson, RM Battleday, TL GriffithsarXiv:2007.08723
- 2020Read →Analogy as Nonparametric Bayesian Inference over Relational SystemsRM Battleday, TL GriffithsarXiv:2006.04156
- 2019Read →Human uncertainty makes classification more robustJC Peterson, RM Battleday, TL Griffiths, O RussakovskyProceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
- 2018Read →Improving machine classification using human uncertainty measurementsRM Battleday, JC Peterson, TL GriffithsWorkshop paper
- 2017Read →Modeling human categorization of natural images using deep feature representationsRM Battleday, JC Peterson, TL GriffithsarXiv:1711.04855
- 2016Read →Author's response on "Modafinil for cognitive neuroenhancement in healthy non-sleep-deprived subjects: A systematic review"RM Battleday, AK BremEuropean Neuropsychopharmacology
- 2015Read →Modafinil for cognitive neuroenhancement in healthy non-sleep-deprived subjects: a systematic reviewRM Battleday, AK BremEuropean Neuropsychopharmacology 25(11), 1865-1881
- 2015Read →Modafinil - the 'smart drug' leading the charge towards a future of neuroenhancementRM Battleday, AK BremThe Conversation
- 2014Read →Mapping the mechanisms of transcranial alternating current stimulation: a pathway from network effects to cognitionRM Battleday, T Muller, MS Clayton, R Cohen KadoshFrontiers in Psychiatry 5, 162
- Read →Human uncertainty improves object classificationJC Peterson, RM Battleday, TL GriffithsWorkshop paper
- Read →Using features from deep neural networks to model human categorization of natural imagesR Battleday, J Peterson, T GriffithsWorkshop paper
- Read →Integrating a Gaussian Classifier into a CNNJC Peterson, RM BattledayWorkshop paper