Publication
] Quantifying the Emergence of Symbolic Communication. CogSci (2022). at <https://escholarship.org/uc/item/08n3293v>
Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning. Proceedings of the National Academy of Sciences 201912341 (2020). doi:10.1073/pnas.1912341117
1912341117.full_.pdf (2.15 MB)
1912341117.full_.pdf (2.15 MB) Rational inference of beliefs and desires from emotional expressions. Cognitive Science 42, (2018). Wu_Baker_Tenenbaum_Schulz_in_press_cognitive_science.pdf (1.65 MB)
Wu_Baker_Tenenbaum_Schulz_in_press_cognitive_science.pdf (1.65 MB) Rational quantitative attribution of beliefs, desires, and percepts in human mentalizing. Nature Human Behavior 1, (2017). article.pdf (2.17 MB)
article.pdf (2.17 MB) Real-Time Readout of Large-Scale Unsorted Neural Ensemble Place Codes. Cell Reports 25, 2635 - 2642.e5 (2018).
Recurrent computations for visual pattern completion. Proceedings of the National Academy of Sciences (2018). doi:10.1073/pnas.1719397115 1719397115.full_.pdf (1.1 MB)
1719397115.full_.pdf (1.1 MB) Reinforcement learning and episodic memory in humans and animals: an integrative framework. Annual Review of Psychology 68, (2017). GershmanDaw17.pdf (422.11 KB)
GershmanDaw17.pdf (422.11 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)
Representation_Learning_in_Sensory_Cortex_a_theory.pdf (1.17 MB) Representational similarity precedes category selectivity in the developing ventral visual pathway. NeuroImage 197, 565 - 574 (2019).
Response patterns in the developing social brain are organized by social and emotion features and disrupted in children diagnosed with autism spectrum disorder. Cortex 125, 12 - 29 (2020).
RESPRECT: Speeding-up Multi-Fingered Grasping With Residual Reinforcement LearningRESPRECT: Speeding-Up Multi-Fingered Grasping With Residual Reinforcement Learning_supp1-3363532.mp4. IEEE Robotics and Automation Letters 9, 3045 - 3052 (2024).
A Review of Relational Machine Learning for Knowledge Graphs. Proceedings of the IEEE 104, 11 - 33 (2016). 1503.00759v3.pdf (1.53 MB)
1503.00759v3.pdf (1.53 MB) Robustified ANNs Reveal Wormholes Between Human Category Percepts. arXiv (2023). at <https://arxiv.org/abs/2308.06887>
Scale and translation-invariance for novel objects in human vision. Scientific Reports 10, (2020). s41598-019-57261-6.pdf (1.46 MB)
s41598-019-57261-6.pdf (1.46 MB) Searching for visual features that explain response variance of face neurons in inferior temporal cortex. PLOS ONE 13, e0201192 (2018).
See, feel, act: Hierarchical learning for complex manipulation skills with multisensory fusion. Science Robotics 4, eaav3123 (2019).
Seeing a straight line on a curved surface: decoupling of patterns from surfaces by single IT neurons. Journal of Neurophysiology 11773, 104 - 116 (2017).
Selective responses to faces, scenes, and bodies in the ventral visual pathway of infants. Current Biology 32, (2021).
Sensitivity to timing and order in human visual cortex. Journal of Neurophysiology 113, 1656 - 1669 (2015).
Sharp emergence of feature-selective sustained activity along the dorsal visual pathway. Nature Neuroscience 7, (2014).