[MINI] Convolutional Neural Networks

Published: May 19, 2017, 3 p.m.

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CNNs are characterized by their use of a group of neurons typically referred to as a filter or kernel. \\xa0In image recognition, this kernel is repeated over the entire image. \\xa0In this way, CNNs may achieve the property of translational invariance - once trained to recognize certain things, changing the position of that thing in an image should not disrupt the CNN's ability to recognize it. \\xa0In this episode, we discuss a few high-level details of this important architecture.

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