'Neural Networks for Pattern Recognition' Video Lecture

Neural Networks for Pattern Recognition

  • Course: Pattern Recognition and Application
  • Discipline: Electronics and Communication Engineering
  • Faculty: Prof. P.K. Biswas
  • Institute: IIT Kharagpur

    • Neural Networks for Pattern Recognition - Click on the Video Link shown below to play the video on Youtube. Browse through Pattern Recognition and Application (Electronics and Communication Engineering) Video Lectures by Prof. P.K. Biswas from IIT Kharagpur through NPTEL.

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    Course Video Lectures Introduction Feature Extraction - I Feature Extraction - II Feature Extraction - III Bayes Decision Theory Bayes Decision Theory (Contd.) Normal Density and Discriminant Function Normal Density and Discriminant Function (Con.. Bayes Decision Theory - Binary Features Maximum Likelihood Estimation Probability Density Estimation Probability Density Estimation (Contd.) Probability Density Estimation (Contd. ) Probability Density Estimation ( Contd.) Probability Density Estimation ( Contd. ) Dimensionality Problem Multiple Discriminant Analysis Multiple Discriminant Analysis (Tutorial) Multiple Discriminant Analysis (Tutorial ) Perceptron Criterion Perceptron Criterion (Contd.) MSE Criterion Linear Discriminator (Tutorial) Neural Networks for Pattern Recognition Neural Networks for Pattern Recognition (Cont.. Neural Networks for Pattern Recognition (Cont.. RBF Neural Network RBF Neural Network (Contd.) Support Vector Machine Hyperbox Classifier Hyperbox Classifier (Contd.) Fuzzy Min Max Neural Network for Pattern Reco.. Reflex Fuzzy Min Max Neural Network Unsupervised Learning - Clustering Clustering (Contd.) Clustering using minimal spanning tree Temporal Pattern recognition Hidden Markov Model Hidden Markov Model (Contd.) Hidden Markov Model (Contd. )
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