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Neural Networks


  • 54:37 Lec-31 Learning Mechanisms In RBF

    Lec-31 Learning Mechanisms In RBF

    by Admin Added 35 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:58 Lec-14 Linear Least Squares Filters

    Lec-14 Linear Least Squares Filters

    by Admin Added 31 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 59:17 Lec-13 Unconstrained Optimization: Gauss-Newtons Method

    Lec-13 Unconstrained Optimization: Gauss-Newtons Method

    by Admin Added 29 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 55:44 Lec-27 Solution Of Regularization Equation: Greens Function

    Lec-27 Solution Of Regularization Equation: Greens Function

    by Admin Added 35 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 55:51 Lec-18 Bayes Classifier For  Gaussian Distribution

    Lec-18 Bayes Classifier For Gaussian Distribution

    by Admin Added 29 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:14 Lec-28 Use Of Greens Function In Regularization Networks

    Lec-28 Use Of Greens Function In Regularization Networks

    by Admin Added 26 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 52:14 Lec-36 Cooperative And Adaptive Processes In SOM

    Lec-36 Cooperative And Adaptive Processes In SOM

    by Admin Added 24 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 52:21 Lec-15 Least Mean Squares Algorithm

    Lec-15 Least Mean Squares Algorithm

    by Admin Added 34 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 56:11 Lec-23 Multi-Class Classification Using Multi-layered Perceptrons

    Lec-23 Multi-Class Classification Using Multi-layered Perceptrons

    by Admin Added 45 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:44 Lec-10 V.C. Dimensions: Typical Examples

    Lec-10 V.C. Dimensions: Typical Examples

    by Admin Added 32 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 50:22 Lec-34 Hebbian-Based Principal Component Analysis

    Lec-34 Hebbian-Based Principal Component Analysis

    by Admin Added 36 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 45:47 Lec-11 Importance Of V.C. Dimensions Structural Risk Minimization

    Lec-11 Importance Of V.C. Dimensions Structural Risk Minimization

    by Admin Added 38 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 48:47 Lec-29 Regularization Networks And Generalized RBF

    Lec-29 Regularization Networks And Generalized RBF

    by Admin Added 31 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 39:05 Lec-35 Introduction To Self Organizing Maps

    Lec-35 Introduction To Self Organizing Maps

    by Admin Added 23 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:16 Lec-7 Associative Memory Model

    Lec-7 Associative Memory Model

    by Admin Added 27 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 54:08 Lec-9 Statistical Aspects Of Learning

    Lec-9 Statistical Aspects Of Learning

    by Admin Added 30 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 54:09 Lec-30 Comparison Between MLP And RBF

    Lec-30 Comparison Between MLP And RBF

    by Admin Added 25 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:09 Lec-20 Practical Consideration In Back Propagation Algorithm

    Lec-20 Practical Consideration In Back Propagation Algorithm

    by Admin Added 28 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 52:02 Lec-37 Vector-Quantization Using SOM

    Lec-37 Vector-Quantization Using SOM

    by Admin Added 27 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:32 Lec-21 Solution Of Non-Linearly Separable Problems Using MLP

    Lec-21 Solution Of Non-Linearly Separable Problems Using MLP

    by Admin Added 32 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:24 Lec-25 Radial Basis Function Networks: Separability&Interpolation

    Lec-25 Radial Basis Function Networks: Separability&Interpolation

    by Admin Added 23 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 58:58 Lec-6 Associative Memory

    Lec-6 Associative Memory

    by Admin Added 18 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 58:05 Lec-22 Heuristics For Back-Propagation

    Lec-22 Heuristics For Back-Propagation

    by Admin Added 25 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

  • 57:58 Lec-26 Radial Basis Function As Ill-Posed Surface Reconstruc

    Lec-26 Radial Basis Function As Ill-Posed Surface Reconstruc

    by Admin Added 17 Views / 0 Likes

    Lecture Series on Neural Networks and Applications by Prof.S. Sengupta, Department of Electronics and Electrical Communication Engineering, IIT Kharagpur. Fo...

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