Shujaat Khan
Korea Advanced Institute of Science and Technology (KAIST)
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Feeds
Submitted
PCA Based Face Recognition System Using ORL Database
This Package implements 'Eigenface' PCA based face recognition technique.
4 years ago | 2 downloads |
Submitted
Channel Equalization using Least Mean Square (LMS) algorithm
Channel Equalization using Least Mean Square (LMS) algorithm
5 years ago | 2 downloads |
Submitted
AFP-SRC
AntiFreeze Proteins Classification Using Sparse Representation Classifier and Principal Component Analysis
5 years ago | 1 download |
Submitted
Backpropagation-based Multi Layer Perceptron Neural Networks
Backpropagation-based Multi Layer Perceptron Neural Networks (MLP-NN) for the classification
5 years ago | 5 downloads |
Submitted
Single Layer Perceptron Neural Network
Single Layer Perceptron Neural Network - Binary Classification Example
5 years ago | 3 downloads |
Submitted
Mackey Glass Time Series Prediction Using Least Mean Square
Mackey Glass Time Series Prediction Using Least Mean Square (LMS)
5 years ago | 2 downloads |
Submitted
Constrain Least Mean Square Algorithm
constrain least mean square with L1 and L2 constrains for regression problem
6 years ago | 1 download |
Submitted
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....
6 years ago | 3 downloads |
Submitted
System Identification using RNN-Backpropagation Through Time
Non-Linear System Identification using recurrent neural network trained with Backpropagation Through Time (BPTT)
6 years ago | 3 downloads |
Submitted
Principal Component Analysis / Hebbian-based Max Eigenfilter
Principal Component Analysis and Hebbian-based Maximum Eigenfilter
6 years ago | 2 downloads |
Submitted
Chaotic Time Series Prediction using Spatio-Temporal RBF-NN
Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks
7 years ago | 1 download |
Submitted
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...
7 years ago | 4 downloads |
Submitted
Efficient B-mode Ultrasound Image Reconstruction Using CNN
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning
7 years ago | 1 download |
Submitted
Regression with Gradient Descent
Regression with Gradient Descent; A coefficient finding technique for the desired system model.
7 years ago | 1 download |
Submitted
Variable Step-Size Least Mean Square (VSS-LMS) Algorithm
This document contain a MATLAB code of VSS-LMS for linear channel estimation.
7 years ago | 1 download |
Submitted
OFDM Channel Estimation in MATLAB
This simulation code is based on "Jordan Street's" video https://www.youtube.com/watch?v=SyKJrrNhPO8
7 years ago | 10 downloads |
Submitted
Nonlinear System Identification using RBF Neural Network
Nonlinear System Identification using RBF Neural Network
7 years ago | 3 downloads |
Submitted
Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network
Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network
7 years ago | 6 downloads |
Submitted
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
7 years ago | 2 downloads |
Submitted
Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"
Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"
8 years ago | 2 downloads |
Submitted
System Identification using least mean square (LMS) algorithm
This is the simplest example of system identification using LMS algorithm.
8 years ago | 2 downloads |
Submitted
Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm
Linear Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm
8 years ago | 2 downloads |
Submitted
Nonlinear System Identification Using Voltera-LMS
Nonlinear system identification using Voltera-least mean square algorithm
8 years ago | 1 download |
Submitted
Channel Equalization Using LMS algorithm
Channel equalization using LMS algorithm
8 years ago | 1 download |
Submitted
Plant Identification using LMS and CLMS
This simulation shows the difference between least mean square (LMS) and complex LMS (CLMS)
8 years ago | 2 downloads |
Submitted
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
8 years ago | 2 downloads |
Submitted
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.
8 years ago | 1 download |
Submitted
Pulse Code Modulation
This code is the implementation of pulse code modulation (PCM) and its variant Delta Modulation
8 years ago | 7 downloads |
Submitted
Plant Identification using Variable Power Fractional LMS (VP-FLMS)
Plant Identification using fractional LMS (FLMS) and variable power fractional LMS (VP-FLMS)
8 years ago | 1 download |
Submitted
Auto/Adaptive Line Enchancement (ALE) using least mean square (LMS) algorithm
Auto/Adaptive Line Enchancement (ALE) using least mean square (LMS) algorithm
8 years ago | 1 download |
