Publication
Properties of invariant object recognition in human oneshot learning suggests a hierarchical architecture different from deep convolutional neural networks . Vision Science Society (2019). doi:10.1167/19.10.28d
System Identification of Neural Systems: If We Got It Right, Would We Know?. Proceedings of the 40th International Conference on Machine Learning, PMLR 202, 12430-12444 (2023).
han23d.pdf (797.48 KB)
System identification of neural systems: If we got it right, would we know?. (2022).
CBMM-Memo-136.pdf (1.75 MB)
Discovery and usage of joint attention in images. arXiv.org (2018). at <https://arxiv.org/abs/1804.04604>
1804.04604v1.pdf (488.85 KB)
Measuring and modeling the perception of natural and unconstrained gaze in humans and machines. (2016).
CBMM-Memo-059.pdf (1.71 MB)
Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks. International Conference on Learning Representations (ICLR) (2022). at <https://openreview.net/forum?id=yeP_zx9vqNm>
Identification of vigilance states in freely behaving animals using thalamocortical activity and Deep Belief networks. Society for Neuroscience (2019).
VerbCorner: Testing theories of argument structure through crowdsourcing. Workshop on Events in Language (2016).
VerbCorner_EventsInLanguage.pdf (1.14 MB)
The causes and consequences explicit in verbs. Language, Cognition and Neuroscience 30, 716-734 (2015).
Canonical genetic signatures of the adult human brain. Nature Neuroscience 18, 1844 (2015).
Preprint (40.28 MB)
Segregation from Noise as Outlier Detection . Association for Research in Otolaryngology (2020).
Emotion prediction as computation over a generative theory of mind. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 381, (2023).
houlihan2023computedappraisals.pdf (2.37 MB)
Modeling emotion attributions as inference in an intuitive theory of mind. Mechanisms Underlying Emotion Regulation and Developmental Psychopathology (2017).
Reasoning about the antecedents of emotions: Bayesian causal inference over an intuitive theory of mind. Proceedings of the Annual Conference of the Cognitive Science Society 44, 854-861 (2022).
Houlihan 2022 Proceedings of the 44th Annual Conference of the Cognitive Science Society.pdf (687.98 KB)
Competition from novel features drives scalar inferences in reference games. Proceedings of the Annual Meeting of the Cognitive Science Society 43, (2021).
Real-Time Readout of Large-Scale Unsorted Neural Ensemble Place Codes. Cell Reports 25, 2635 - 2642.e5 (2018).
How Does the Brain Represents Language and Answers Questions? Using an AI System to Understand the Underlying Neurobiological Mechanisms. Frontiers in Computational Neuroscience 13, (2019).
Invariant representations for action recognition in the visual system. Computational and Systems Neuroscience (2015).
The speed of human social interaction perception. NeuroImage 116844 (2020). doi:10.1016/j.neuroimage.2020.116844
The dynamics of invariant object recognition in the human visual system. (2014). doi:http://dx.doi.org/10.7910/DVN/KRUPXZ
MEG action recognition data. (2018). doi:https://doi.org/10.7910/DVN/KFYY2M
A fast, invariant representation for human action in the visual system. Journal of Neurophysiology (2018). doi:https://doi.org/10.1152/jn.00642.2017
The dynamics of invariant object recognition in the human visual system. J Neurophysiol 111, 91-102 (2014).
What is changing when: Decoding visual information in movies from human intracranial recordings. Neuroimage (2017). doi:https://doi.org/10.1016/j.neuroimage.2017.08.027
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