Linearizing the Characteristics of Gas Sensors using Neural Network
作者: Gowri shankari B and Neethu P S
刊名: International Journal of Advanced Computer Research (IJACR), 2015, Vol.5 (18)
来源数据库: ACCENTS
关键词: Microcontrollernon-linear sensor compensationembeddedneural networkgas sensor.
原始语种摘要: The paper describes implementing arbitrary connected neural network with more powerful network architecture to be embedded in inexpensive microcontroller. Our objective is to extend linear region of operation of nonlinear sensors. In order to implement more powerful neural network architectures on microcontrollers, the special Neuron by Neuron computing routine was developed in assembly language to allow fastest and shortest code. Embedded neural network requires hyperbolic tangent with great precision was used as a neuron activation function. Implementing neural network in microcontroller makes superior to other systems in faster response, smaller errors, and smoother surfaces. But its efficient implementation on microcontroller with simplified arithmetic was another challenge. This...
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关键词翻译
关键词翻译
  • other 别的
  • implementation 执行
  • routine 程序
  • industry 工业
  • precision 精度
  • special 特别的
  • great 大的
  • extend 延长
  • powerful 强大的
  • operation 运算