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A High-Throughput Screening Approach to Discovering Good Forms of Biologically Inspired Visual Representation 

Pinto, Nicolas; Doukhan, David; DiCarlo, James J.; Cox, David Daniel (Public Library of Science, 2009)
While many models of biological object recognition share a common set of “broad-stroke” properties, the performance of any one model depends strongly on the choice of parameters in a particular instantiation of that ...
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Why is Real-World Visual Object Recognition Hard? 

Pinto, Nicolas; Cox, David Daniel; DiCarlo, James J (Public Library of Science, 2008)
Progress in understanding the brain mechanisms underlying vision requires the construction of computational models that not only emulate the brain's anatomy and physiology, but ultimately match its performance on visual ...

A Rate-Independent Measure of Irregularity for Event Series and It's Application to Neural Spiking Activity 

Miura, Keiji; Uchida, Naoshige (IEEE, 2008)
Although higher-order statistics of neuronal firing have been characterized in neuroscience, many analyses ignore the nonstationarity of the background firing rate. We discuss how to measure the irregularity of interspike ...
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Structure of a Pheromone Receptor-Associated MHC Molecule with an Open and Empty Groove 

Olson, Rich; Huey-Tubman, Kathryn E; Dulac, Catherine; Bjorkman, Pamela J. (Public Library of Science, 2005)
Neurons in the murine vomeronasal organ (VNO) express a family of class Ib major histocompatibility complex (MHC) proteins (M10s) that interact with the V2R class of VNO receptors. This interaction may play a direct role ...
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Dynamic Remodeling of Dendritic Arbors in GABAergic Interneurons of Adult Visual Cortex 

Lee, Wei-Chung A; Huang, Hayden; Feng, Guoping; Sanes, Joshua R.; Brown, Emery Neal; So, Peter T; Nedivi, Elly; Stevens, Charles F. (Public Library of Science, 2006)
Despite decades of evidence for functional plasticity in the adult brain, the role of structural plasticity in its manifestation remains unclear. To examine the extent of neuronal remodeling that occurs in the brain on a ...
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General Intelligence in Another Primate: Individual Differences across Cognitive Task Performance in a New World Monkey (Saguinus Oedipus) 

Tsao, Fritz; Banerjee, Konika; Chabris, Christopher F; Johnson, Valen E.; Lee, James J.; Tsao; Hauser, Marc David (Public Library of Science, 2009)
Background: Individual differences in human cognitive abilities show consistently positive correlations across diverse domains, providing the basis for the trait of “general intelligence” (g). At present, little is known ...
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Time-Warp–Invariant Neuronal Processing 

Gütig, Robert; Sompolinsky, Haim I (Public Library of Science, 2009)
Fluctuations in the temporal durations of sensory signals constitute a major source of variability within natural stimulus ensembles. The neuronal mechanisms through which sensory systems can stabilize perception against ...
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Accurate Path Integration in Continuous Attractor Network Models of Grid Cells 

Burak, Yoram; Fiete, Ila R. (Public Library of Science, 2009)
Grid cells in the rat entorhinal cortex display strikingly regular firing responses to the animal's position in 2-D space and have been hypothesized to form the neural substrate for dead-reckoning. However, errors ...
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The Interscutularis Muscle Connectome 

Lu, Ju; Tapia, Juan Carlos; White, Olivia L; Lichtman, Jeff (Public Library of Science, 2009)
The complete connectional map (connectome) of a neural circuit is essential for understanding its structure and function. Such maps have only been obtained in Caenorhabditis elegans. As an attempt at solving mammalian ...
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Semi-Automated Reconstruction of Neural Processes from Large Numbers of Fluorescence Images 

Lu, Ju; Fiala, John C.; Lichtman, Jeff (Public Library of Science, 2009)
We introduce a method for large scale reconstruction of complex bundles of neural processes from fluorescent image stacks. We imaged yellow fluorescent protein labeled axons that innervated a whole muscle, as well as ...
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