Titlebook: Computational and Cognitive Neuroscience of Vision; Qi Zhao Book 2017 Springer Science+Business Media Singapore 2017 Artificial Visual Sys

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Invariant Recognition Predicts Tuning of Neurons in Sensory Cortex, hypothesis implies that the tuning of neurons converges to the eigenvectors of the covariance of their input. Starting with a set of dendritic fields spanning a range of sizes, we show with simulations suggested by a direct analysis, that the solution of the associated “cortical equation” effective

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2195-3988 gy can lead to in terms of both scientific breakthroughs and technology innovations. ?It is aimed at active researchers and interested scientists and engineers in related fields.978-981-10-9106-3978-981-10-0213-7Series ISSN 2195-3988 Series E-ISSN 2195-3996

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2 Spontaneous Symmetry Breaking,. We highlight the computational mechanisms that are shared across many successful models and derive a taxonomy of canonical computations. Such an enterprise is reductionist in nature as we break down the myriad of input-output functions found in the visual cortex into a basic set of computations. I

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Noether Theorem and Symmetry Breaking hypothesis implies that the tuning of neurons converges to the eigenvectors of the covariance of their input. Starting with a set of dendritic fields spanning a range of sizes, we show with simulations suggested by a direct analysis, that the solution of the associated “cortical equation” effective

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