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Discovering Switching Autoregressive Dynamics in Neural Spike Train Recordings. (2015).
cosyne2015b.pdf (7.27 MB)

Discriminative Template Learning in Group-Convolutional Networks for Invariant Speech Representations. INTERSPEECH-2015 (International Speech Communication Association (ISCA), 2015). at <http://www.isca-speech.org/archive/interspeech_2015/i15_3229.html>
Do You See What I Mean? Visual Resolution of Linguistic Ambiguities. Conference on Empirical Methods in Natural Language Processing, Lisbon, Portugal. (2015).
Dynamics of 3D view invariance in monkey inferotemporal cortex. Journal of Neurophysiology 11319212373232821, 2180 - 2194 (2015).
Early Reasoning about Affiliation and Caregiving. Cognitive Development Society (CDS) (2015).
Efficient and robust analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations. Annual Conference of the Cognitive Science Society (2015).
yildirimetal_cogsci15.pdf (3.22 MB)

Face Patch Resting State Networks Link Face Processing to Social Cognition. PLoS Biology 13, e1002245 (2015).
A fine-grained understanding of emotions: Young children match within-valence emotional expressions to their causes. Cognitive Science Conference (CogSci) 2685-2690 (2015).
Cogsci Emotion pairings 2-4-15 Final version.pdf (729.07 KB)

From spatial symbols to Euclidean intuitions. Biennial Meeting of Cognitive Development Society (2015).
From spatial symbols to Euclidean intuitions. Cognitive Development Society (CDS) (2015). at <http://cogdevsoc.org/sites/default/files/Official%20Full%20Conference%20Proceedings_10.10.pdf>
Functional organization of social perception and cognition in the superior temporal sulcus. Cerebral Cortex 25, 4596-4609 (2015).
Functional organization of the human superior temporal sulcus. Organization for Human Brain Mapping (OHBM 2015) (2015). at <https://ww4.aievolution.com/hbm1501/index.cfm?do=abs.viewAbs&abs=3635>
Galileo: Perceiving physical object properties by integrating a physics engine with deep learning. NIPS 2015 (2015). at <https://papers.nips.cc/paper/5780-galileo-perceiving-physical-object-properties-by-integrating-a-physics-engine-with-deep-learning>
Graph Approximation and Clustering on a Budget. Artificial Intelligence and Statistics 38, (2015).
fetaya shamir Ullman 2015.pdf (664.26 KB)

Holographic Embeddings of Knowledge Graphs. (2015).
holographic-embeddings.pdf (677.87 KB)

How Important is Weight Symmetry in Backpropagation?. (2015).
1510.05067v3.pdf (615.32 KB)

How PFC and LIP process single and multiple-object ‘pop-out’ displays. Society for Neuroscience (2015). at <https://www.sfn.org/~/media/SfN/Documents/Annual%20Meeting/FinalProgram/NS2015/Full%20Abstract%20PDFs%202015/SfN15_Abstracts_PDF_Nanos.ashx>
How, whether, why: Causal judgments as counterfactual contrasts. Annual Meeting of the Cognitive Science Society (CogSci) 782-787 (2015). at <https://mindmodeling.org/cogsci2015/papers/0142/index.html>
GerstenbergEtAl2015-Cogsci.pdf (2.16 MB)

Human-level concept learning through probabilistic program induction. Science 350, 1332-1338 (2015).
Hypothesis-Space Constraints in Causal Learning. Annual Meeting of the Cognitive Science Society (CogSci) (2015). at <https://mindmodeling.org/cogsci2015/papers/0418/index.html>
hypothesis_space_constraints (1).pdf (1.54 MB)

Imagination and the generation of new ideas. Cognitive Development 34, 99–110 (2015).
Imagination and the generation of new ideas (266.63 KB)

Infants’ Categorization of Social Actions. Cognitive Development Society (CDS) (2015).