Shujaat Khan

Korea Advanced Institute of Science and Technology (KAIST)

Last seen: quasi 2 anni fa | Attivo dal 2013

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https://sites.google.com/view/shujaatkhan

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Inviato

PCA Based Face Recognition System Using ORL Database
This Package implements 'Eigenface' PCA based face recognition technique.

oltre 2 anni fa | 7 download |

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Channel Equalization using Least Mean Square (LMS) algorithm
Channel Equalization using Least Mean Square (LMS) algorithm

oltre 3 anni fa | 3 download |

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AFP-SRC
AntiFreeze Proteins Classification Using Sparse Representation Classifier and Principal Component Analysis

oltre 3 anni fa | 2 download |

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Backpropagation-based Multi Layer Perceptron Neural Networks
Backpropagation-based Multi Layer Perceptron Neural Networks (MLP-NN) for the classification

quasi 4 anni fa | 5 download |

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Single Layer Perceptron Neural Network
Single Layer Perceptron Neural Network - Binary Classification Example

quasi 4 anni fa | 3 download |

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Mackey Glass Time Series Prediction Using Least Mean Square
Mackey Glass Time Series Prediction Using Least Mean Square (LMS)

circa 4 anni fa | 5 download |

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Constrain Least Mean Square Algorithm
constrain least mean square with L1 and L2 constrains for regression problem

oltre 4 anni fa | 4 download |

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Radial Basis Function with K Mean Clustering
In this submission, I implemented radial basis functions (RBF) neural network with K-means clustering and Pseudo inverse method....

oltre 4 anni fa | 9 download |

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System Identification using RNN-Backpropagation Through Time
Non-Linear System Identification using recurrent neural network trained with Backpropagation Through Time (BPTT)

oltre 4 anni fa | 1 download |

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Principal Component Analysis / Hebbian-based Max Eigenfilter
Principal Component Analysis and Hebbian-based Maximum Eigenfilter

quasi 5 anni fa | 1 download |

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Chaotic Time Series Prediction using Spatio-Temporal RBF-NN
Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

oltre 5 anni fa | 11 download |

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Nonlinear System Identification using Spatio-Temporal RBF-NN
In this submission, I implemented RBF, Fractional RBF, and Spatio-Temporal RBF Neural Network for nonlinear system identificatio...

oltre 5 anni fa | 9 download |

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Efficient B-mode Ultrasound Image Reconstruction Using CNN
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning

oltre 5 anni fa | 3 download |

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Regression with Gradient Descent
Regression with Gradient Descent; A coefficient finding technique for the desired system model.

oltre 5 anni fa | 4 download |

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Variable Step-Size Least Mean Square (VSS-LMS) Algorithm
This document contain a MATLAB code of VSS-LMS for linear channel estimation.

oltre 5 anni fa | 2 download |

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OFDM Channel Estimation in MATLAB
This simulation code is based on "Jordan Street's" video https://www.youtube.com/watch?v=SyKJrrNhPO8

quasi 6 anni fa | 25 download |

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Nonlinear System Identification using RBF Neural Network
Nonlinear System Identification using RBF Neural Network

circa 6 anni fa | 15 download |

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Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network
Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network

circa 6 anni fa | 6 download |

Inviato

System Identification Using Least Mean Forth (LMF) and Least Mean Square (LMS) algorithm
System Identification Using Least Mean Forth (LMF) and Least Mean Square (LMS) algorithm

circa 6 anni fa | 2 download |

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Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"
Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"

oltre 6 anni fa | 3 download |

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System Identification using least mean square (LMS) algorithm
This is the simplest example of system identification using LMS algorithm.

oltre 6 anni fa | 3 download |

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Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm
Linear Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm

oltre 6 anni fa | 3 download |

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Nonlinear System Identification Using Voltera-LMS
Nonlinear system identification using Voltera-least mean square algorithm

oltre 6 anni fa | 5 download |

Inviato

Channel Equalization Using LMS algorithm
Channel equalization using LMS algorithm

oltre 6 anni fa | 4 download |

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Plant Identification using LMS and CLMS
This simulation shows the difference between least mean square (LMS) and complex LMS (CLMS)

oltre 6 anni fa | 2 download |

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System Identification Using Recursive Least Square (RLS) and Least Mean Square (LMS) algorithm
System Identification Using Recursive Least Square (RLS) and Least Mean Square (LMS) algorithm

quasi 7 anni fa | 7 download |

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Adaptive Novel Kernel for RBF Neural Networks (Pattern Classification Problem)
In this simulation I implemented four different kernels of RBF for a pattern classification problem.

quasi 7 anni fa | 1 download |

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Pulse Code Modulation
This code is the implementation of pulse code modulation (PCM) and its variant Delta Modulation

circa 7 anni fa | 5 download |

Inviato

Plant Identification using Variable Power Fractional LMS (VP-FLMS)
Plant Identification using fractional LMS (FLMS) and variable power fractional LMS (VP-FLMS)

circa 7 anni fa | 3 download |