All Publications
2022
“Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass”, Proceedings of the 39th International Conference on Machine Learning, PMLR, vol. 162. pp. 4937-4955, 2022. dellaferrera22a.pdf (909.91 KB) ,
CBMM Funded
“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, vol. 44. Toronto, CA, pp. 854-861, 2022. Houlihan 2022 Proceedings of the 44th Annual Conference of the Cognitive Science Society.pdf (687.98 KB) ,
CBMM Funded
“Stochastic consolidation of lifelong memoryAbstract”, Scientific Reports, vol. 12, no. 1, 2022. s41598-022-16407-9.pdf (2.54 MB) ,
CBMM Funded
“What Could Go Wrong: Adults and Children Calibrate Predictions and Explanations of Others' Actions Based on Relative Reward and Danger”, Cognitive Science, vol. 46, no. 7, 2022. ,
CBMM Funded
“Adversarially trained neural representations may already be as robust as corresponding biological neural representations”, arXiv, 2022. ,
CBMM Related
“A computational probe into the behavioral and neural markers of atypical facial emotion processing in autism”, The Journal of Neuroscience, pp. JN-RM-2229-21, 2022. ,
CBMM Related
“Animal-to-Animal Variability in Partial Hippocampal Remapping in Repeated Environments”, The Journal of Neuroscience, vol. 42, no. 26, pp. 5268 - 5280, 2022. 5268.full_.pdf (2.97 MB) ,
CBMM Funded
“Genome-wide mapping of somatic mutation rates uncovers drivers of cancerAbstract”, Nature Biotechnology, vol. 40, no. 11, pp. 1634 - 1643, 2022. ,
CBMM Related
“Invariant representation of physical stability in the human brain”, eLife, vol. 11, 2022. ,
CBMM Related
“Neural Collapse in Deep Homogeneous Classifiers and the role of Weight Decay”, in IEEE International Conference on Acoustics, Speech and Signal Processing, Singapore, 2022. ,
CBMM Funded
“Incorporating Rich Social Interactions Into MDPs”, in 2022 IEEE International Conference on Robotics and Automation (ICRA)2022 International Conference on Robotics and Automation (ICRA), Philadelphia, PA, USA, 2022. ,
CBMM Funded
“Infants infer potential social partners by observing the interactions of their parent with unknown others”, Proceedings of the National Academy of Sciences, vol. 119, no. 32, 2022. pnas.2121390119.pdf (1.43 MB) ,
CBMM Funded
“Using machine learning to understand age and gender classification based on infant temperament”, PLOS ONE, vol. 17, no. 4, p. e0266026, 2022. ,
CBMM Related
“The evolution of color naming reflects pressure for efficiency: Evidence from the recent pastAbstract”, Journal of Language Evolution, 2022. ,
CBMM Related
“Brain-like functional specialization emerges spontaneously in deep neural networks”, Science Advances, vol. 8, no. 11, 2022. ,
CBMM Funded
CBMM Memo No.
134
“SGD Noise and Implicit Low-Rank Bias in Deep Neural Networks”. 2022. Implicit Rank Minimization.pdf (1.76 MB) ,
CBMM Funded
“On the Implicit Bias Towards Minimal Depth of Deep Neural Networks”, arXiv, 2022. 2202.09028.pdf (2 MB) ,
CBMM Funded
“Using child‐friendly movie stimuli to study the development of face, place, and object regions from age 3 to 12 years”, Human Brain Mapping, 2022. ,
CBMM Related
“An approximate representation of objects underlies physical reasoning”, psyArXiv, 2022. ,
CBMM Related
“Neurons detect cognitive boundaries to structure episodic memories in humans”, Nature Neuroscience, vol. 25, no. 3, pp. 358 - 368, 2022. ,
CBMM Funded
CBMM Memo No.
121
“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) ,
CBMM Funded
“Do computational models of vision need shape-based representations? Evidence from an individual with intriguing visual perceptions”, Cognitive Neuropsychology, pp. 1 - 3, 2022. ,
CBMM Funded
“Face neurons encode nonsemantic features”, Proceedings of the National Academy of Sciences, vol. 119, no. 16, 2022. ,
CBMM Funded
“When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations”, Nature Machine Intelligence, vol. 4, no. 2, pp. 146 - 153, 2022. ,
CBMM Funded
“A neural population selective for song in human auditory cortex”, Current Biology, 2022. mmc2.pdf (9.52 MB) ,
CBMM Funded