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Adaptive Coding for Dynamic Sensory Inference. eLife (In Press).
Comparing human and monkey neural circuits for processing social scenes. Organization for Computational Neurosciences - CNS 2018 (In Press). at <http://www.cnsorg.org/cns-2018>
Development of automated interictal spike detector. 40th International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC 2018 (In Press). at <https://embc.embs.org/2018/>
Image interpretation above and below the object level. Proceedings of the Royal Society: Interface Focus (In Press).
2018-BenYosef_Ullman-Image_interpretation_above_and_below the object_level.pdf (3.26 MB)
2018-BenYosef_Ullman-Image_interpretation_above_and_below the object_level.pdf (3.26 MB) Learning scene gist with convolutional neural networks to improve object recognition. 2018 52nd Annual Conference on Information Sciences and Systems (CISS) (In Press). doi:10.1109/CISS.2018.8362305 08362305.pdf (3.17 MB)
08362305.pdf (3.17 MB) Lucky or clever? From changed expectations to attributions of responsibility. Cognition (In Press).
Biologically-Plausible Learning Algorithms Can Scale to Large Datasets. International Conference on Learning Representations (2019).
Blind Constant Modulus Multiuser Detection via Low-Rank Approximation. IEEE Signal Processing Letters 1 - 1 (2019). doi:10.1109/LSP.9710.1109/LSP.2019.2918001
Data for free: Fewer-shot algorithm learning with parametricity data augmentation. ICLR 2019 (2019).
Deep neural network models of sensory systems: windows onto the role of task constraints. Current Opinion in Neurobiology 55, 121 - 132 (2019).
Deep Recurrent Architectures for Seismic Tomography. 81st EAGE Conference and Exhibition 2019 (2019).
Direct Localization by Partly Calibrated Arrays: A Relaxed Maximum Likelihood Solution. 27th European Signal Processing Conference, EUSIPCO 2019 (2019). at <http://eusipco2019.org/technical-program>
Divergence in the functional organization of human and macaque auditory cortex revealed by fMRI responses to harmonic tones. Nature Neuroscience (2019). doi:10.1038/s41593-019-0410-7
Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects. Cognitive Science Society (2019). at <https://mindmodeling.org/cogsci2019/papers/0506/index.html> Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects.pdf (2.62 MB)
Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects.pdf (2.62 MB) Evidence that recurrent circuits are critical to the ventral stream’s execution of core object recognition behavior. Nature Neuroscience (2019). doi:10.1038/s41593-019-0392-5 Author's last draft (1.74 MB)
Author's last draft (1.74 MB) Evolving Images for Visual Neurons Using a Deep Generative Network Reveals Coding Principles and Neuronal Preferences. Cell 177, 1009 (2019). Author's last draft (20.26 MB)
Author's last draft (20.26 MB) Deep Learning: Algorithms and Applications (SPRINGER-VERLAG, 2019).
Function approximation by deep networks. (2019). CBMM-Memo-098.pdf (687.36 KB)
CBMM-Memo-098.pdf (687.36 KB) Hippocampal Remapping as Hidden State Inference. (2019). doi:https://doi.org/10.1101/743260 CBMM-Memo-101.pdf (12.78 MB)
CBMM-Memo-101.pdf (12.78 MB) How Adults’ Actions, Outcomes, and Testimony Affect Preschoolers’ Persistence. Child Development (2019). doi:10.1111/cdev.13305
How Does the Brain Represents Language and Answers Questions? Using an AI System to Understand the Underlying Neurobiological Mechanisms. Frontiers in Computational Neuroscience 13, (2019).