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Shujaat Khan


Iqra University Karachi

51 total contributions since 2013

for recent publications visit : https://www.researchgate.net/profile/Shujaat_Khan4
Professional Interests: Bioinformatics, Image Processing

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Shujaat Khan's Badges

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

2 months ago | 3 downloads |

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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....

3 months ago | 17 downloads |

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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)

4 months ago | 15 downloads |

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

5 months ago | 2 downloads |

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

1 year ago | 30 downloads |

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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...

1 year ago | 12 downloads |

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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

1 year ago | 22 downloads |

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

1 year ago | 22 downloads |

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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.

1 year ago | 10 downloads |

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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

1 year ago | 39 downloads |

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

1 year ago | 33 downloads |

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

2 years ago | 31 downloads |

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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

2 years ago | 13 downloads |

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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

2 years ago | 7 downloads |

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

2 years ago | 10 downloads |

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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"

2 years ago | 4 downloads |

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

2 years ago | 13 downloads |

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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

2 years ago | 8 downloads |

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

2 years ago | 7 downloads |

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Channel Equalization Using LMS algorithm
Channel equalization using LMS algorithm

2 years ago | 16 downloads |

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

2 years ago | 5 downloads |

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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

2 years ago | 26 downloads |

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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.

2 years ago | 6 downloads |

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

2 years ago | 20 downloads |

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

2 years ago | 18 downloads |

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

2 years ago | 4 downloads |

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Auto/Adaptive Line Enchancement (ALE) using least mean square (LMS) algorithm
Auto/Adaptive Line Enchancement (ALE) using least mean square (LMS) algorithm

3 years ago | 6 downloads |

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Add white Uniform noise to a signal
Add white Uniform noise to a signal

3 years ago | 2 downloads |

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Plant Identification using LMS (Simulink Model)
Least Mean Square (LMS) Simulink Model for Plant Identification problem.

3 years ago | 4 downloads |

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Image encryption using SIT: A Lightweight Encryption Algorithm for Secure Internet of Things
Image encryption using SIT: A Lightweight Encryption Algorithm for Secure Internet of Things

3 years ago | 25 downloads |

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