Publication
Export 791 results:
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)

SGD Noise and Implicit Low-Rank Bias in Deep Neural Networks. (2022).
Implicit Rank Regularization.pdf (1.42 MB)

Stochastic consolidation of lifelong memoryAbstract. Scientific Reports 12, (2022).
s41598-022-16407-9.pdf (2.54 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)

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)

Understanding the Role of Recurrent Connections in Assembly Calculus. (2022).
CBMM-Memo-137.pdf (1.49 MB)

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). doi:10.1002/hbm.25815
When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations. Nature Machine Intelligence 4, 146 - 153 (2022).
AGENT: A Benchmark for Core Psychological Reasoning. Proceedings of the 38th International Conference on Machine Learning (2021).
Biological and Computer Vision. (Cambridge University Press, 2021). doi:10.1017/9781108649995
Causal inference in environmental sound recognition. Cognition (2021). doi:10.1016/j.cognition.2021.104627
Characterizing a snapshot of perceptual experience. Journal of Experimental Psychology: General (2021). doi:10.1037/xge0000864
Chemogenetic suppression of macaque V4 neurons produces retinotopically specific deficits in downstream IT neural activity patterns and core object recognition behavior. Journal of Vision 21, (2021).
Cognitive boundary signals in the human medial temporal lobe shape episodic memory representation. bioRxiv (2021).
Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs. NeurIPS 2021 (2021). at <https://nips.cc/Conferences/2021/ScheduleMultitrack?event=41268>
Competition from novel features drives scalar inferences in reference games. Proceedings of the Annual Meeting of the Cognitive Science Society 43, (2021).
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding. (2021).
CBMM-Memo-129.pdf (1.2 MB)

Compositional RL Agents That Follow Language Commands in Temporal Logic. Frontiers in Robotics and AI 8, (2021).
frobt-08-689550.pdf (1.57 MB)

Compositional RL Agents That Follow Language Commands in Temporal Logic. (2021).
CBMM-Memo-127.pdf (2.12 MB)

Computational models of category-selective brain regions enable high-throughput tests of selectivity. Nature Communications 12, (2021).
s41467-021-25409-6.pdf (6.47 MB)

Confidence and central tendency in perceptual judgment. Attention, Perception, & Psychophysics 83, 3024 - 3034 (2021).