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BrainBERT: Self-supervised representation learning for Intracranial Electrodes. International Conference on Learning Representations (2023). at <https://openreview.net/forum?id=xmcYx_reUn6>
985_brainbert_self_supervised_repr.pdf (9.71 MB)
985_brainbert_self_supervised_repr.pdf (9.71 MB) Forward learning with top-down feedback: empirical and analytical characterization. arXiv (2023). at <https://arxiv.org/abs/2302.05440>
Out of sight, out of mind: Responses in primate ventral visual cortex track individual fixations during natural vision. bioRxiv (2023). doi:10.1101/2023.02.08.527666
Sparse distributed memory is a continual learner. International Conference on Learning Representations (2023). at <https://openreview.net/forum?id=JknGeelZJpHP> 6086_sparse_distributed_memory_is_a.pdf (13.3 MB)
6086_sparse_distributed_memory_is_a.pdf (13.3 MB) Do computational models of vision need shape-based representations? Evidence from an individual with intriguing visual perceptions. Cognitive Neuropsychology 1 - 3 (2022). doi:10.1080/02643294.2022.2041588
On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering. arXiv (2022). doi:10.48550/arXiv.2201.03965 On_the_Efficacy_of_Co-Attention_Transformer_Layers.pdf (35.54 MB)
On_the_Efficacy_of_Co-Attention_Transformer_Layers.pdf (35.54 MB) Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass. Proceedings of the 39th International Conference on Machine Learning, PMLR 162, 4937-4955 (2022). dellaferrera22a.pdf (909.91 KB)
dellaferrera22a.pdf (909.91 KB) Face neurons encode nonsemantic features. Proceedings of the National Academy of Sciences 119, (2022).
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)
2110.03605.pdf (6.7 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)
8789_robust_feature_level_adversari.pdf (3.79 MB) Stochastic consolidation of lifelong memoryAbstract. Scientific Reports 12, (2022). s41598-022-16407-9.pdf (2.54 MB)
s41598-022-16407-9.pdf (2.54 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)
2022.01.16.476535v1.full_.pdf (22.96 MB) Biological and Computer Vision. (Cambridge University Press, 2021). doi:10.1017/9781108649995
Cognitive boundary signals in the human medial temporal lobe shape episodic memory representation. bioRxiv (2021).
Frivolous Units: Wider Networks Are Not Really That Wide. AAAI 2021 (2021). at <https://dblp.org/rec/conf/aaai/CasperBDGSVK21.html> 1912.04783.pdf (6.69 MB)
1912.04783.pdf (6.69 MB) Hypothesis-driven Online Video Stream Learning with Augmented Memory. arXiv (2021). doi:10.48550/arXiv.2104.02206 2104.02206.pdf (2.25 MB)
2104.02206.pdf (2.25 MB) Localized task-invariant emotional valence encoding revealed by intracranial recordingsAbstract. Social Cognitive and Affective Neuroscience (2021). doi:10.1093/scan/nsab134
Mesoscopic physiological interactions in the human brain reveal small-world properties. Cell Reports 36, 109585 (2021).
Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases. NeurIPS 2021 (2021). at <https://nips.cc/Conferences/2021/Schedule?showEvent=28848> gk8091.pdf (2.47 MB)
gk8091.pdf (2.47 MB) When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes. International Conference on Computer Vision (ICCV) (2021). doi:10.1109/iccv48922.2021.00032 Bomatter_When_Pigs_Fly_Contextual_Reasoning_in_Synthetic_and_Natural_Scenes_ICCV_2021_paper.pdf (3.24 MB)
Bomatter_When_Pigs_Fly_Contextual_Reasoning_in_Synthetic_and_Natural_Scenes_ICCV_2021_paper.pdf (3.24 MB) Beyond the feedforward sweep: feedback computations in the visual cortex. Ann. N.Y. Acad. Sci. | Special Issue: The Year in Cognitive Neuroscience 1464, 222-241 (2020). gk7812.pdf (1.93 MB)
gk7812.pdf (1.93 MB) Beyond the feedforward sweep: feedback computations in the visual cortex. Annals of the New York Academy of Sciences 1464, 222 - 241 (2020).
Can Deep Learning Recognize Subtle Human Activities?. CVPR 2020 (2020).