Artificial Neural Network Seminar and PPT with pdf report: 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.

Artificial Neural Network Seminar PPT 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)

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

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.

Content of the Seminar and pdf report for Artificial Neural Network

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

Here we are giving you Artificial Neural Network Seminar and PPT with PDF report. All you need to do is just click on the download link and get it.

Artificial Neural Network PPT and Seminar Free Download

Artificial Neural Network pdf Report Free Download

It was all about Artificial Neural Network Seminar and PPT with pdf report. If you liked it then please share it or if you want to ask anything then please hit comment button.