All Publications

2014

G. Kreiman, Rutishauser, U., Cerf, M., and Fried, I., “The next ten years and beyond”, in Single neuron studies of the human brain. Probing cognition, 2014.
CBMM Funded
G. Kreiman, “Neural correlates of consciousness: perception and volition”, in Cognitive Neuroscience, vol. V, 2014.
CBMM Funded
D. Krompaß, Nickel, M., and Tresp, V., “Querying Factorized Probabilistic Triple Databases”, in The Semantic Web – ISWC 2014, vol. 8797, Springer International Publishing, 2014, pp. 114-129.
CBMM Funded
F. Mormann, Ison, M. J., Quiroga, R. Q., Koch, C., Fried, I., and Kreiman, G., “Visual cognitive adventures of single neurons in the human medial temporal lobe”, in Single neuron studies of the human brain. Probing cognition, 2014.
CBMM Funded
M. Nickel, Jiang, X., and Tresp, V., “Reducing the Rank in Relational Factorization Models by Including Observable Patterns”, in Advances in Neural Information Processing Systems 27, Curran Associates, Inc., 2014, pp. 1179–1187.
CBMM Funded
U. Rutishauser, Cerf, M., and Kreiman, G., “Data Analysis techniques for human microwire recordings: spike detection and sorting, decoding, relation between units and local field potentials”, in Single Neuron Studies of the Brain: Probing Cognition, 2014.
CBMM Funded

2013

F. Anselmi, Leibo, J. Z., Rosasco, L., Mutch, J., Tacchetti, A., and Poggio, T., “Unsupervised Learning of Invariant Representations in Hierarchical Architectures.”. 2013.PDF icon 1311.4158v2.pdf (3.78 MB)
CBMM Funded
E. Lattman, Poggio, T., and Westervelt, R., “NSF Science and Technology Centers – The Class of 2013”. North America Gender Summit, Washington, D.C., 2013.PDF icon NSFGender2013_poster.pdf (2.77 MB)
L. Rosasco, “Object recognition data sets (iCub/IIT)”. 2013.
E. Meyers, “The Neural Decoding Toolbox”. 2013.
CBMM Related
C. F. Cadieu, Hong, H., Yamins, D. L. K., Pinto, N., Majaj, N. J., and DiCarlo, J. J., “Neural Representation Benchmark [code]”. 2013.
CBMM Funded
M. R. Dillon, Huang, Y., and Spelke, E. S., “Core foundations of abstract geometry”, Proceedings of National Academy of Sciences of the United States of America, vol. 110, no. 35, 2013.
CBMM Related
K. - T. Ma, Sim, T., and Kankanhalli, M., “VIP: A unifying framework for eye-gaze research”. 2013.
G. Kreiman, “Computational models of visual object recognition”, in Principles of neural coding, 2013.
CBMM Funded
S. Villa, Rosasco, L., Poggio, T., Schölkopf, B., Luo, Z., and Vovk, V., “On Learnability, Complexity and Stability”, in Empirical Inference, Berlin, Heidelberg: Springer Berlin Heidelberg, 2013, pp. 59 - 69.PDF icon Author's Version (147.25 KB)
CBMM Related

2012

G. D. Canas, Poggio, T., and Rosasco, L., “Learning manifolds with k-means and k-flats”, in Advances in Neural Information Processing Systems 25 (NIPS 2012), 2012.
U. Knoblich, “hhpkg: Hodgkin-Huxley Package for CNS”. 2012.File hhpkg.tar (380 KB)
CBMM Related
J. Mutch, “HMAX Package for CNS”. 2012.File hmax.tar (210 KB)
CBMM Related
J. Mutch and Turaga, S., “cnpkg: 3-D Convolutional Network Package for CNS”. 2012.File cnpkg.tar (50 KB)
CBMM Related
N. Dehghani, Hatsopoulos, N., Haga, Z., Parker, R., Greger, B., Halgren, E., Cash, S., and Destexhe, A., “Avalanche analysis from multielectrode ensemble recordings in cat, monkey, and human cerebral cortex during wakefulness and sleep”, Frontiers in Physiology, 2012.PDF icon AvalancheDynamics.pdf (2.45 MB)
CBMM Related
A. Peyrache, Dehghani, N., Eskandar, E., Madsen, J., Anderson, W. S., Donoghue, J., Hochberg, L., Halgren, E., Cash, S., and Destexhe, A., “Spatiotemporal dynamics of neocortical excitation and inhibition during human sleep”, Proceedings of the National Academy of Sciences, 2012.PDF icon SpatiotemporalDynamic.pdf (2.56 MB)
CBMM Related

2011

E. Garrote, Jhuang, H., Huehne, H., Poggio, T., and Serre, T., “A Large Video Database for Human Motion Recognition”. 2011.PDF icon Kuehne_etal_ICCV2011.pdf (433.27 KB)
CBMM Related
D. Mendoza-Halliday, Schneiderman, M., Kaul, C., and Martinez-Trujillo, J., “Combined effects of feature-based working memory and feature-based attention on the perception of visual motion direction”, Journal of Vision, vol. 11, no. 1, 2011.
CBMM Related
D. Mendoza-Halliday, Schneiderman, M., Kaul, C., and Martinez-Trujillo, J., “Combined effects of feature-based working memory and feature-based attention on the perception of visual motion direction”, Journal of Vision, vol. 11, no. 1, 2011.
CBMM Related

2010

E. Garrote, Jhuang, H., Khilnani, V., Poggio, T., Serre, T., and Yu, X., “System for Mouse Behavior Recognition”. 2010.
CBMM Related

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