Artificial Neural Network PPT Presentation Seminar with pdf report free download: Artificial Neural Network (ANN) is machine learning approaches that models human brain and consists of a number of artificial neurons. This page contains Artificial Neural Network Seminar and PPT with pdf report.

Also See: Artificial Intelligence ppt

Artificial Neural Network PPT Presentation Seminar with pdf report

Neuron in ANNs tends to have fewer connections than biological neurons. Each neuron in ANN receives a number of inputs.

Types of ANNs

  • Single Layer Perceptron
  • Multilayer Perceptrons (MLPs)
  • Radial-Basis Function Networks (RBFs)
  • Hopfield Network
  • Boltzmann Machine
  • Self-Organization Map (SOM)
  • Modular Networks (Committee Machines)

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Features of Artificial Neural Networks

  • The output values can be represented as a discrete value, a real value, or a vector of values
  • Tolerant to noise in input data
  • Time factor
    • It takes long time for training
    • Once trained, an ANN produces output values (predictions) fast
  • It is hard for human to interpret the process of prediction by ANN

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Advantages

  • It involves human like thinking.
  • They handle noisy or missing data.
  • They can work with large number of variables or parameters.
  • They provide general solutions with good predictive accuracy.
  • System has got property of continuous learning.
  • They deal with the non-linearity in the world in which we live.

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Content of Artificial Neural Network PPT Presentation Seminar with pdf report

  • INTRODUCTION
  • HISTORY
  • BIOLOGICAL NEURON MODEL
  • ARTIFICIAL NEURON MODEL
  • ARTIFICIAL NEURAL NETWORK
  • NEURAL NETWORK ARCHITECTURE
  • LEARNING
  • BACK PROPAGATION ALGORITHM
  • APPLICATIONS
  • ADVANTAGES
  • CONCLUSION

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Sumit ThakurCSE SeminarsArtificial Neural Network PPT Presentation Seminar with pdf report free download: Artificial Neural Network (ANN) is machine learning approaches that models human brain and consists of a number of artificial neurons. This page contains Artificial Neural Network Seminar and PPT with pdf report.Also See: Artificial Intelligence ppt Artificial Neural...