Papers

NEW Cadieu, C.F. H. Hong, D.L.K. Yamins, N. Pinto, D. Ardila, E.A. Solomon, N.J. Majaj, J.J. DiCarlo. Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition. arXiv:1406.3284 [q-bio.NC] [Abstract]

NEW Yamins, D.L.K., H. Hong, C.F. Cadieu, E.A. Solomon, D. Seibert, and J.J. DiCarlo. Performance-optimized hierarchical models predict neural responses in higher visual cortex.  PNAS 2014 111 (23) 8619-8624 [Abstract]

Yamins, D., H. Hong, C.F. Cadieu, J.J. DiCarlo. Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream. Neural Information Processing Systems (NIPS) 2013. [Abstract] [Paper]

Cadieu, C.F., H. Hong, D. Yamins, N. Pinto, N.J. Majaj, J.J. DiCarlo. The Neural Representation Benchmark and its Evaluation on Brain and Machine. International Conference on Learning Representations 2013. arXiv:1301.3530 [cs.NE]. [Paper] [reviews] [Talk]

Cadieu, C.F., B.A. Olshausen (2012) Learning Intermediate-Level Representations of Form and Motion from Natural Movies. Neural Computation [journal] [pdf] [videos][hi res figures]

Canolty* R.T., Cadieu* C.F., Koepsell* K., Ganguly K., Knight R.T., Carmena J.M.. Detecting event-related changes of multivariate phase coupling in dynamic brain networks. J Neurophysiol. 2012 Jan 11. [pubmed]

Canolty RT, Cadieu CF, Koepsell K, Knight RT, Carmena JM. Multivariate phase-amplitude cross-frequency coupling in neurophysiological signals. IEEE Trans Biomed Eng. 2012 Jan;59(1):8-11. [pubmed]

Canolty RT, Ganguly K, Kennerley SW, Cadieu CF, Koepsell K, Wallis JD, Carmena JM (2010) Oscillatory phase coupling coordinates anatomically-dispersed cell assemblies. PNAS. [journal] [pdf] [supplement]

Cadieu CF, Koepsell K (2010) Phase coupling estimation from multivariate phase statistics. Neural Computation. [pdf] [code]

Cadieu, C., B. Olshausen. Learning Transformational Invariants from Natural Movies. Neural Information Processing Systems (NIPS), 21:209-216, 2009. [Paper] [Movies: Figure 2 wmv/mov, 4a avi/mov, 4b avi/mov, 4c avi/mov , 4d avi/mov] [code]

Olshausen, B., C. Cadieu, and D.K. Warland. Learning Real and Complex Overcomplete Representations from the Statistics of Natural Images, Proc. SPIE 7446, 74460S, 2009. [Link]

Cadieu, C., M. Kouh, A. Pasupathy, C. E. Connor, M. Reisenhuber, T. Poggio. A Model of Shape Representation in Area V4. Journal of Neurophysiology, 98(3), 1733-50, September, 2007. [Paper] [Supplement]

Olshausen, B., C. Cadieu, J. Culpepper, and D.K. Warland. Bilinear Models of Natural Images, Proc. SPIE Int. Soc. Opt. Eng. 6492, 649206, February 2007. [Paper]

Serre, T., G. Kreiman, M. Kouh, C. Cadieu, U. Knoblich and T. Poggio. A Quantitative Theory of Immediate Visual Recognition, In: Progress in Brain Research, Computational Neuroscience: Theoretical Insights into Brain Function, 165, pp. 33-56, 2007. [Paper]

Reports

Cadieu, C., K. Koepsell. Modeling Image Structure with Factorized Phase-Coupled Boltzmann Machines. Nov 2010. arXiv:1011.4058v1 [cs.CV]. [Paper]

Cadieu, C., K. Koepsell. Phase Coupling Estimation from Multivariate Phase Statistics. June 2009. arXiv:0906.3844v1 [nlin.AO]. [Paper]

Cadieu, C., K. Koepsell. A Multivariate Phase Distribution and its Estimation. September 2008.arXiv:0809.4291v2 [q-bio.NC]. [Paper]

Serre, T., M. Kouh, C. Cadieu, U. Knoblich, G. Kreiman and T. Poggio. A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex, CBCL Paper #259/AI Memo #2005-036, Massachusetts Institute of Technology, Cambridge, MA, December, 2005. [Paper]

Cadieu, C., M. Kouh, M. Riesenhuber and T. Poggio. Shape Representation in V4: Investigating Position-specific Tuning for Boundary Conformation with the Standard Model of Object Recognition, CBCL Paper #241/AI Memo #2004-024, Massachusetts Institute of Technology, Cambridge, MA, November, 2004. [Paper]

Book Chapters

Tsao, D.Y., C. Cadieu, and M. Livingstone. Object Recognition: Physiological and Computational Insights. In Primate Neuroethology. Edited by M. Platt and A. Ghazanfar. Oxford University Press. 2010 [Paper]

Thesis

Cadieu, C. Probabilistic Models of Phase Variables for Visual Representation and Neural Dynamics. Ph. D. Thesis, Neuroscience, UC Berkeley, December 2009. [PDF] [Talk] [paperback]

Cadieu, C., Modeling Shape Representation in Visual Cortex Area V4. S.M. Thesis, EECS, MIT, May 2005. [Thesis]

Posters

Cadieu C., Canolty R., Ganguly K., Barbaro N., Knight R.K., Carmena J.M. and Koepsell K. A phase-amplitude coupled latent variable model applied to dynamical brain states. Computational and Systems Neuroscience (COSYNE), Salt Lake City (UT), February 2011. [poster]

Canolty R.T., Ganguly K., Kennerley S.W., Cadieu C.F., Koepsell K., Wallis J.D., Carmena J.M. (2010) Single-neuron spike timing depends on global brain dynamics. Computational and Systems Neuroscience 2010. doi: 10.3389/conf.fnins.2010.03.00264

Cadieu, C., L. Secundo, E. Chang, B.J. Culpepper, N.M. Barbaro, B.A. Olshausen, R.T. Knight. Sparse Space-Time Decompositions of ECoG signals. Program No. 894.9/HH7. Chicago, IL: Society for Neuroscience, 2009.

Cadieu, C., and K. Koepsell (2009). A Multivariate Phase Distribution and its Estimation. Frontiers in Systems Neuroscience. Conference Abstract: Computational and systems neuroscience. doi: 10.3389/conf.neuro.06.2009.03.260

Huth A, Cadieu C, Dale C, Weber D, Pantazis D, Darvas F, Leahy R, Simpson G and Koepsell K (2009). Detecting functional connectivity in networks of phase-coupled neural oscillators. Frontiers in Systems Neuroscience. Conference Abstract: Computational and systems neuroscience. doi: 10.3389/conf.neuro.06.2009.03.258 [poster]

Cadieu, C., B. Olshausen. Learning Transformational Invariants from Time-Varying Natural Images. Computational and Systems Neuroscience (Cosyne), Salt Lake City, March 2008.[Abstract] [Slides]

Cadieu, C., B. Olshausen. Learning Invariant and Variant Components of Time Varying Natural Images Using a Sparse, Multiplicative Model. Computational and Systems Neuroscience (Cosyne) Salt Lake City, March 2007, & Vision Sciences Society, Sarasota May 2007. [Abstract]

Canolty RT, Soltani M, Koepsell K, Cadieu C, Dalal SS, Edwards E, Nagarajan SS, Kirsch HE, Barbaro NM and Knight RT (2008). Auditory target detection activates frontal and parietal cortices: Evidence from high gamma power and low-frequency phase coherence in the subdural electrocorticogram. Frontiers in Human Neuroscience. Conference Abstract: 10th International Conference on Cognitive Neuroscience. doi: 10.3389/conf.neuro.09.2009.01.119

Serre, T., M. Kouh, C. Cadieu, U. Knoblich, G. Kreiman, T. Poggio. A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex, Cosyne, Salt Lake City, March 2006.

Cadieu, C., M. Kouh, M. Riesenhuber, T. Poggio. Shape Representation in V4: Investigating Position-specific Tuning for Boundary Conformation with the Standard Model of Object Recognition, Cosyne, #70, Salt Lake City, March 2005. [Abstract]

Cadieu, C., M. Kouh, M. Riesenhuber, T. Poggio. Shape Representation in V4: Investigating Position-specific Tuning for Boundary Conformation with the Standard Model of Object Recognition. Journal of Vision, 5(8), 671a, 2005. [Abstract]