Publication
Found 119 results
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Assumption violations in causal discovery and the robustness of score matching. 37th Conference on Neural Information Processing Systems (NeurIPS 2023) (2024). at <https://proceedings.neurips.cc/paper_files/paper/2023/file/93ed74938a54a73b5e4c52bbaf42ca8e-Paper-Conference.pdf>
Dissociable neuronal substrates of visual feature attention and working memory. Neuron 112, 850 - 863.e6 (2024).
Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods. Image and Vision Computing 142, 104894 (2024).
An adversarial collaboration to critically evaluate theories of consciousness. bioRxiv (2023). doi:https://doi.org/10.1101/2023.06.23.546249
Cross-task specificity and within-task invariance of cognitive control processes. Cell Reports 42, 111919 (2023).
PIIS2211124722018174.pdf (3.97 MB)
PIIS2211124722018174.pdf (3.97 MB) Decoding of human identity by computer vision and neuronal vision. Scientific Reports 13, (2023). s41598-022-26946-w.pdf (1.88 MB)
s41598-022-26946-w.pdf (1.88 MB) Decoding of human identity by computer vision and neuronal visionAbstract. Scientific Reports 13, (2023).
EEG Entropy in REM Sleep as a Physiologic Biomarker in Early Clinical Stages of Alzheimer’s Disease. Journal of Alzheimer's Disease 91, 1557 - 1572 (2023).
EEG Entropy in REM Sleep as a Physiologic Biomarker in Early Clinical Stages of Alzheimer’s Disease. Journal of Alzheimer's Disease 91, 1557 - 1572 (2023).
Lifelong learning of cognitive styles for physical problem-solving: The effect of embodied experienceAbstract. Psychonomic Bulletin & Review (2023). doi:10.3758/s13423-023-02400-4
Minute-scale periodicity of neuronal firing in the human entorhinal cortex. Cell Reports 42, 113271 (2023). 1-s2.0-S2211124723012834-main.pdf (5.33 MB)
1-s2.0-S2211124723012834-main.pdf (5.33 MB) The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebank. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (2022).
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
Lecture Notes in Computer ScienceComputer Vision – ECCV 2022Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models. 13697, 638 - 656 (Springer Nature Switzerland, 2022).
Look twice: A generalist computational model predicts return fixations across tasks and species. PLOS Computational Biology 18, e1010654 (2022). journal.pcbi_.1010654.pdf (4.51 MB)
journal.pcbi_.1010654.pdf (4.51 MB) 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) Synthesizing theories of human language with Bayesian program inductionAbstract. Nature Communications 13, (2022). s41467-022-32012-w.pdf (2.19 MB)
s41467-022-32012-w.pdf (2.19 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) Using machine learning to understand age and gender classification based on infant temperament. PLOS ONE 17, e0266026 (2022).
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)
s41467-021-25409-6.pdf (6.47 MB) Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows. IEEE Signal Processing Magazine 38, 89 - 119 (2021).
Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows. IEEE Signal Processing Magazine 38, 89 - 119 (2021).