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Visual Cortex and Deep Networks: Learning Invariant Representations (Computational Neuroscience Series)

Tomaso A. Poggio, Fabio Anselmi




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 | #667242 in Books |  2016-09-23 | Original language:English |  9.00 x.38 x6.00l,.0 | File type: PDF | 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 abstra

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 objec...

You easily download any file type for your gadget.Visual Cortex and Deep Networks: Learning Invariant Representations (Computational Neuroscience Series)   |  Tomaso A. Poggio, Fabio Anselmi. I was recommended this book by a dear friend of mine.

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