Refereed Publications
• Sriram V, Tsoi K, Luk W, Cox DD (2010) Design-Space Exploration of Biologically-Inspired Visual Object Recognition Algorithms Using CPUs, GPUs, and FPGAs. Many-Core and Reconfigurable Supercomputing (accepted).
• Pinto N, Doukhan D, DiCarlo JJ, Cox DD (2009) A High-Throughput Screening Approach to Discovering Good Forms of Biologically-Inspired Visual Representation. PLoS Computational Biology. 5(11): e1000579. doi:10.1371/journal.pcbi.1000579. [link] [researchcast] [Science editor’s choice]
• Zoccolan D*, Oertelt N* (contrib. equally), DiCarlo JJ, Cox DD (2009) A rodent model for the study of invariant visual object recognition. Proceedings of the National Academy of Sciences. 106(21):8748-9753. [link]
• Pinto N, DiCarlo JJ, Cox DD (2009) How far can you get with a modern face recognition test set using only simple features? IEEE Computer Vision and Pattern Recognition [link]
• Pinto N, Dicarlo JJ, Cox DD (2008) Establishing Benchmarks and Baselines for Face Recognition. Proc. ECCV Faces in Real Life Images, oai:hal.inria.fr:inria-00326721_v1 [link]
• Li N, Cox DD, Zoccolan D, DiCarlo JJ (2009) What response properties do individual neurons need to underlie position and clutter “invariant” object recognition? Journal of Neurophysiology 102(1):360-76. [link]
• Mujica-Parodi L, Strey H, Frederick B, Savoy RL, Cox DD, Botanov Y, Tolkunov D, Rubin D, Weber J (2009) Chemosensory Cues to Conspecific Emotional Stress Activate the Amygdala in Humans. PLoS ONE 4(7):e6415. [link]
• Cox DD, DiCarlo JJ (2008) Does Learned Shape Selectivity in Inferior Temporal Cortex Automatically Generalize Across Retinal Position? Journal of Neuroscience, 28(40):10045-10055. [link]
• Cox DD, Papanastassiou A, Oreper D, Andken B, DiCarlo JJ (2008) High-Resolution Three-Dimensional Microelectrode Brain Mapping Using Stereo Microfocal X-Ray Imaging. Journal of Neurophysiology 100(5):2966-76. [link]
• Pinto N*, Cox DD* (contributed equally), DiCarlo JJ (2008) Why is real-world visual object recognition hard? PLoS Computational Biology 4(1): e27. doi:10.1371/journal.pcbi.0040027 [link]
• Balas B, Cox DD, and Conwell E (2007) The Effect of Real-World Personal Familiarity on the Speed of Face Information Processing. PLoS One 2(11): e1223. [link]
• DiCarlo JJ and Cox DD. (2007) Untangling invariant object recognition. Trends in Cognitive Science 11:333-341 [link]
• Cox DD, Meier P, Oertelt N, DiCarlo JJ (2005) 'Breaking' Position-Invariant Object Recognition. Nature Neuroscience, 8: 1145-1147. [link]
• Zoccolan D*, Cox DD* (contributed equally), DiCarlo JJ (2005) Multiple object response normalization in monkey inferotemporal cortex. Journal of Neuroscience, 25(36): 8150-8164. [link]
• Cox D, Meyers E, Sinha P (2004) Contextually Evoked Object-Specific Responses in Human Visual Cortex. Science 304:115-117 [link]
• Cox DD & Savoy RL (2003) Functional Magnetic Resonance Imaging (fMRI) "Brain Reading:" Detecting and Classifying Distributed Patterns of fMRI Activity in Human Visual Cortex. Neuroimage 19: 261-270. [link]
Patents
Cox DD, DiCarlo JJ. Device and Method for Tracking Eye Gaze Direction. U.S. Patent Pending, March 2005.
Selected Abstracts and Presentations
Cox DD, Pinto N, Doukhan D, Corda B, DiCarlo JJ (2008) A High-Throughput Screening Approach to Discovering Good Forms of Visual Representation. COSYNE08
Li N, Cox DD, Zoccolan D, DiCarlo JJ (2006) Flexible and robust object recognition supported by neurons with limited position and clutter tolerance. Society for Neuroscience Annual Meeting. Atlanta, GA
Cox DD, DiCarlo JJ (2005) Is the Binding Problem Really a Problem in Inferotemporal Cortex? Society for Neuroscience Annual Meeting. Washington D.C.
Cox DD, DiCarlo JJ (2004) The Effect of Visual Experience on the Position Tolerance of Primate Object Representations. Society for Neuroscience Annual Meeting. San Diego, CA.
Cox DD, Savoy RL (2002) A Statistical Pattern Recognition Approach to fMRI. Annual Meeting of the Organization for Human Brain Mapping, Sendai, Japan.
Cox DD, Savoy RL (2001) Detecting and Classifying Distributed Patterns of Activity in Human Visual Cortex. Society for Neuroscience Annual Meeting. San Diego, CA.