Update: I’ve Moved.

See my new website here:

charles.cadieu.us

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]

Visual Representation

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]

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]

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]

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]

Statistical Models and Neural Dynamics

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

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

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

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

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

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

Shape Representation in Visual Area V4

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]

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

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]

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]

Object Recognition

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]

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]

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.

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]