[Read and download] Visual Cortex and Deep Networks: Learning Invariant Representations (Computational Neuroscience Series)
·•●- Tomaso A. Poggio, Fabio Anselmi ·•●-
| #1359967 in Books | 2016-09-23 | Original language:English | 9.00 x.38 x6.00l,.0 | File Name: 0262034727 | 136 pages
|||| Visual Cortex and Deep Networks proposes intriguing parallels between a hugely successful technique in artificial vision and a fascinating brain region. The ventral visual cortex comprises a set of areas that process images in increasingly more abstr
The ventral visual stream is believed to underlie object recognition in primates. Over the past fifty years, researchers have developed a series of quantitative models that are increasingly faithful to the biological architecture. Recently, deep learning convolution networks -- which do not reflect several important features of the ventral stream architecture and physiology -- have been trained with extremely large datasets, resulting in model neurons that mimic obje...
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