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Explaining Monkey Face Patch System as Efficient Analysis-by-Synthesis. (2014). yildirimetal_cosyne15.pdf (313.57 KB)
A framework for studying synaptic plasticity with neural spike train data. Neural Information Processing Systems (2014). 5274-a-framework-for-studying-synaptic-plasticity-with-neural-spike-train-data.pdf (4.6 MB)
The Genesis Story Understanding and Story Telling System A 21st Century Step toward Artificial Intelligence. (2014). CBMM-Memo-019_StoryWhitePaper.pdf (894.38 KB)
. Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding. (2014). CBMM-Memo-020.pdf (1.89 MB)
Imitation Preferences of Preverbal Infants. CBMM Summer Research Program (2014). Imitation Preferences of Preverbal Infants. (11.32 MB)
The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex. (2014). doi:10.1101/004473 CBMM Memo 004_new.pdf (2.25 MB)
Learning An Invariant Speech Representation. (2014). CBMM-Memo-022-1406.3884v1.pdf (1.81 MB)
Learning invariant representations and applications to face verification. NIPS 2013 (Advances in Neural Information Processing Systems 26, 2014). at <http://nips.cc/Conferences/2013/Program/event.php?ID=4074> Liao_Leibo_Poggio_NIPS_2013.pdf (687.06 KB)
Machine Learning Based Automated Fault Detection in Seismic Traces. EAGE Conference and Exhibition 2014 (2014). at <http://cbcl.mit.edu/publications/eage14.pdf>
Cognitive Neuroscience V, (2014).
Neural tuning size is a key factor underlying holistic face processing. (2014). CBMM-Memo-021-1406.3793.pdf (387.79 KB)
Single neuron studies of the human brain. Probing cognition (2014).
A Nonparametric Bayesian Approach to Uncovering Rat Hippocampal Population Codes During Spatial Navigation. (2014). CBMM-Memo-027.pdf (9.44 MB)
A normalization model of visual search predicts single trial human fixations in an object search task. (2014). CBMM-Memo-008.pdf (854.51 KB)
Parsing Semantic Parts of Cars Using Graphical Models and Segment Appearance Consistency. (2014). CBMM-Memo-018_opt.pdf (5.02 MB)
Phone Classification by a Hierarchy of Invariant Representation Layers. INTERSPEECH 2014 - 15th Annual Conf. of the International Speech Communication Association (International Speech Communication Association (ISCA), 2014). at <http://www.isca-speech.org/archive/interspeech_2014/i14_2346.html>
Predicting Saliency Beyond Pixels. (2014). at <http://www.ece.nus.edu.sg/stfpage/eleqiz/predicting.html>
Preschoolers expect others to learn rationally from evidence. Annual Conference of the Cognitive Science Society (2014). Yan, Magid, & Schulz_CogSci14_REVISED.pdf (302.4 KB)
The Semantic Web – ISWC 2014 8797, 114-129 (Springer International Publishing, 2014).
Reconstructing Native Language Typology from Foreign Language Usage. (2014). CBMM-Memo-007.pdf (683.75 KB)
Advances in Neural Information Processing Systems 27 1179–1187 (Curran Associates, Inc., 2014). at <http://papers.nips.cc/paper/5448-reducing-the-rank-in-relational-factorization-models-by-including-observable-patterns.pdf>