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A neural population selective for song in human auditory cortex. Current Biology (2022). doi:10.1016/j.cub.2022.01.069 mmc2.pdf (9.52 MB)
NeuroDecodeR: A package for neural decoding analyses in R. bioRxiv (2022). at <https://www.biorxiv.org/content/10.1101/2022.12.17.520811v1>
Neurons detect cognitive boundaries to structure episodic memories in humans. Nature Neuroscience 25, 358 - 368 (2022).
One thing to fool them all: generating interpretable, universal, and physically-realizable adversarial features. arXiv (2022). doi:10.48550/arXiv.2110.03605 2110.03605.pdf (6.7 MB)
PCA as a defense against some adversaries. (2022). CBMM-Memo-135.pdf (2.58 MB)
Primate Inferotemporal Cortex Neurons Generalize Better to Novel Image Distributions Than Analogous Deep Neural Networks Units. NeurIPS (2022). at <https://openreview.net/forum?id=iPF7mhoWkOl>
Quality Early Learning: Nurturing Children's Potential. (The World Bank, 2022). doi:10.1596/978-1-4648-1795-3
Quantifying the Emergence of Symbolic Communication. CogSci (2022). at <https://escholarship.org/uc/item/08n3293v>
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)
Representation Learning in Sensory Cortex: a theory. IEEE Access 1 - 1 (2022). doi:10.1109/ACCESS.2022.3208603 Representation_Learning_in_Sensory_Cortex_a_theory.pdf (1.17 MB)
Robust Feature-Level Adversaries are Interpretability Tools. NeurIPS (2022). at <https://openreview.net/forum?id=lQ--doSB2o> 8789_robust_feature_level_adversari.pdf (3.79 MB)
Scalable Causal Discovery with Score Matching. NeurIPS 2022 (2022). at <https://openreview.net/forum?id=v56PHv_W2A>
SGD Noise and Implicit Low-Rank Bias in Deep Neural Networks. (2022). Implicit Rank Minimization.pdf (1.76 MB)
Spontaneous sign emergence in humans and machines through an embodied communication game. JCoLE Workshop (2022).
Stochastic consolidation of lifelong memoryAbstract. Scientific Reports 12, (2022). s41598-022-16407-9.pdf (2.54 MB)
Synthesizing theories of human language with Bayesian program inductionAbstract. Nature Communications 13, (2022). s41467-022-32012-w.pdf (2.19 MB)
System identification of neural systems: If we got it right, would we know?. (2022). CBMM-Memo-136.pdf (1.75 MB)
Task-specific neural processes underlying conflict resolution during cognitive control. BioRxiv (2022). doi:10.1101/2022.01.16.476535 2022.01.16.476535v1.full_.pdf (22.96 MB)
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations. (2022). CBMM-Memo-119.pdf (31.08 MB)
Towards an objective characterization of an individual's facial movements using Self-Supervised Person-Specific-Models. arXiv (2022). at <https://arxiv.org/abs/2211.08279>
Trajectory Prediction with Linguistic Representations. 2022 IEEE International Conference on Robotics and Automation (ICRA) (2022). doi:10.1109/ICRA46639.2022.9811928
Trajectory Prediction with Linguistic Representations. (2022). CBMM-Memo-132.pdf (1.15 MB)
Transformer Module Networks for Systematic Generalization in Visual Question Answering. (2022). CBMM-Memo-121.pdf (1.06 MB) version 2 (3/22/2023) (1.33 MB)