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101: Convolutional Neural Networks

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Mad Scientists
Mad Scientists

Sogang University Machine Learning and Data Mining lab seminar, Neural Networks for newbies and Convolutional Neural Networks. This is prerequisite material to understand deep convolutional architecture.

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Convolutional
 Neural
 
  Networks
 101
  Jaehyun Ahn Machine Learning and Data Mining Department of Computer Science Sogang University Seoul, Korea jaehyunahn@sogang.ac.kr May 13, 2015
Convolutional
 Neural
 Networks
 (CNN)
  •  In
 machine
 learning,
 a
 convolutional
 neural
 network
 (or
 CNN)
 is
 a
  type
 of
 feed-forward
 artificial
 neural
 network
 where
 the
  individual
 neurons
 are
 tiled
 in
 such
 a
 way
 that
 they
 respond
 to
  overlapping
 regions
 in
 the
 visual
 field.
 Convolutional
 networks
  were
 inspired
 by
 biological
 processes
 and

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