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exercises-machine learning

exercises-machine learning

作者: 榆鸦k | 来源:发表于2016-07-22 09:35 被阅读0次

XOR problem

build: 2016-07-16 solved: No

  • XOR problem: [input, output1] pairs-- [(1, 0), 1], [(0, 1), 1], [(0, 0), 0], [(1, 1), 0]
  • a two-layers network can approximate this XOR function, with 2 input layer nodes and 1 output node (sigmoid activation)

NAND problem

build: 2016-07-16 solved: No

  • NAND problem: [input,, output] pairs-- [(1, 0), 1], [(0, 1), 1], [(0, 0), 1], [(1, 1), 0]
  • may be a two-layers network can approximate this NAND function, with 2 input layer nodes and 1 output node (sigmoid activation)

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