All Publications
2022
“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
“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
“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 Regularization.pdf (1.42 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) ,

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
CBMM Memo No.
119
“Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations”. 2022.
CBMM-Memo-119.pdf (31.08 MB) ,

CBMM Funded
“Eszopiclone and Zolpidem Produce Opposite Effects on Hippocampal Ripple DensityDataSheet1.docx”, Frontiers in Pharmacology, vol. 12, 2022. ,
CBMM Funded
“One thing to fool them all: generating interpretable, universal, and physically-realizable adversarial features”, arXiv, 2022.
2110.03605.pdf (6.7 MB) ,

CBMM Funded
“Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass”, arXiv, 2022.
2201.11665.pdf (735.07 KB) ,

CBMM Funded
“Deep neural network models of sound localization reveal how perception is adapted to real-world environments”, Nature Human Behavior, vol. 6, pp. 111–133 , 2022.
s41562-021-01244-z.pdf (7.22 MB) ,

CBMM Funded
“Harmonicity aids hearing in noise”, Attention, Perception, & Psychophysics, 2022. ,
CBMM Related
“On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering”, arXiv, 2022.
On_the_Efficacy_of_Co-Attention_Transformer_Layers.pdf (35.54 MB) ,

CBMM Funded
“Early concepts of intimacy: Young humans use saliva sharing to infer close relationships”, Science, vol. 375, no. 6578, pp. 311 - 315, 2022. ,
CBMM Funded
“Task-specific neural processes underlying conflict resolution during cognitive control”, BioRxiv, 2022.
2022.01.16.476535v1.full_.pdf (22.96 MB) ,

CBMM Funded
CBMM Memo No.
135
“PCA as a defense against some adversaries”. 2022.
CBMM-Memo-135.pdf (2.58 MB) ,

CBMM Funded
CBMM Memo No.
133
“Incorporating Rich Social Interactions Into MDPs”. 2022.
CBMM-Memo-133.pdf (1.68 MB) ,

CBMM Funded
CBMM Memo No.
132
“Trajectory Prediction with Linguistic Representations”. 2022.
CBMM-Memo-132.pdf (1.15 MB) ,

CBMM Funded