Found 15 document(s)
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Any Mathematical framework inside which we formalize explanations limits the scope of behaviors we may consider and the type of explanations we might provide. The problem is even more acute when a model provides accurate...
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This work provides theoretical conditions guaranteeing that a self-organizing map efficiently 9 develops representations of the input space. The study relies on a neural fields model of spatiotemporal 10 activity in area...
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Not only are replications studies "important", as explained in Nature 578, 489-490 (2020) [1], they also have a fundamental role for education. Students are typically involved in experiencing research first-hand. However...
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Humans acquire different kinds of knowledge employing different types of memory systems. Implicit knowledge is a non-expressible knowledge of which the individual is not aware of and that is acquired through implicit lea...
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The prefrontal cortex is known to be involved in many high-level cognitive functions, in particular, working memory. Here, we study to what extent a group of randomly connected units (namely an Echo State Network, ESN) c...
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Scientific code is not production software. Scientific code participates in the evaluation of a scientific hypothesis. This imposes specific constraints on the code that are often overlooked in practice. We articulate, w...
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The goal of this book is to reconcile Python programmers with OpenGL, providing both an introduction to modern OpenGL and a set of basic and advanced techniques in order to achieve both fast, scalable & beautiful scienti...
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NumPy is one of the most important scientific computing libraries available for Python. This book teaches you how to achieve expert level competency to perform complex operations, with in-depth coverage of advanced conce...
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Background: There is an apparent contradiction between experimental data showing that the basal ganglia are involved in goal-oriented and routine behaviors and clinical observations. Lesion or disruption by deep brain st...
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The growing availability of large, multidimensional data sets has created demand for high-performance, interactive visualization tools. VisPy leverages the GPU to provide fast, interactive, and beautiful visualizations i...
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Glumpy is a python library for scientific visualization that is both fast, scalable and beautiful. Glumpy offers an intuitive interface between numpy and modern OpenGL. Numpy arrays are tracked automatically such that an...
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Grids, markers, and arrows are important components in scientific visualisation. Grids are widely used in scientific plots and help visually locate data. Markers visualize individual points and aggregated data. Quiver pl...
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Dashed stroked paths are a widely-used feature found in the vast majority of vector drawing software and libraries. They allow, for example, highlighting a given path such as the cur- rent selection in drawing software o...
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This is an introduction to C++ for people already knowing the C programming language....
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We investigate the formation and maintenance of ordered topographic maps in the primary somatosen- sory cortex as well as the reorganization of representations after sensory deprivation or cortical lesion. We consider bo...
