RezaSaadatyar
Major interest is programming including: ● Machine learning ● Deep Learning ● Reinforcement Learning ● MATLAB ●Python
Pinned Repositories
Deep-Learning-in-python
Deep Learning in python
EEG-phase-lag-index
This repository includes the MATLAB codes for computing phase lag index and power spectrum density.
Epileptic-Seizure-Detection-Based-on-EEG-Signals
This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine learning techniques (MLP, SVM, KNN, and Bayesian)
Hammerstein-ARMAX-model
This repository includes the MATLAB codes of Identifying general Hammerstein nonlinear ARMAX systems parametrically using iterative and recursive algorithms
Machine-Learning-in-Python
This repository contains functions/codes related to different methods of machine learning for classification and clustering in python.
PID-adaptive-control-for-knee-angle-prediction
In this repository, I wrote functions related to predicting knee angles using PID/adaptive control at FES time (Matlab/Simulink).
Prediction-of-force-from-EMG-signal
This repository includes the MATLAB and Python codes of muscle force prediction from EMG using Linear models, Machine Learning, and Deep Learning.
Spike-Sorting-Techniques
This repository includes useful MATLAB codes for ENG analysis.
SSVEP-based-EEG-signal-processing
This repository includes useful MATLAB codes for the detection of SSVEP in EEG signals using spatial filters, frequency recognition algorithms, and machine-learning methods.
Time-Series-Analysis-in-Python
This repository contains Python functions for predicting time series.
RezaSaadatyar's Repositories
RezaSaadatyar/SSVEP-based-EEG-signal-processing
This repository includes useful MATLAB codes for the detection of SSVEP in EEG signals using spatial filters, frequency recognition algorithms, and machine-learning methods.
RezaSaadatyar/Time-Series-Analysis-in-Python
This repository contains Python functions for predicting time series.
RezaSaadatyar/EEG-phase-lag-index
This repository includes the MATLAB codes for computing phase lag index and power spectrum density.
RezaSaadatyar/Epileptic-Seizure-Detection-Based-on-EEG-Signals
This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine learning techniques (MLP, SVM, KNN, and Bayesian)
RezaSaadatyar/Prediction-of-force-from-EMG-signal
This repository includes the MATLAB and Python codes of muscle force prediction from EMG using Linear models, Machine Learning, and Deep Learning.
RezaSaadatyar/Machine-Learning-in-Python
This repository contains functions/codes related to different methods of machine learning for classification and clustering in python.
RezaSaadatyar/Deep-Learning-in-python
Deep Learning in python
RezaSaadatyar/Hammerstein-ARMAX-model
This repository includes the MATLAB codes of Identifying general Hammerstein nonlinear ARMAX systems parametrically using iterative and recursive algorithms
RezaSaadatyar/PID-adaptive-control-for-knee-angle-prediction
In this repository, I wrote functions related to predicting knee angles using PID/adaptive control at FES time (Matlab/Simulink).
RezaSaadatyar/Spike-Sorting-Techniques
This repository includes useful MATLAB codes for ENG analysis.
RezaSaadatyar/Advance-Python
RezaSaadatyar/EEG-Lab
RezaSaadatyar/Feature-Extraction-Methods
RezaSaadatyar/Function-in-Python
This repository includes different methods to define Functions in Python.
RezaSaadatyar/Image-Processing
RezaSaadatyar/Kalman-Filter-and-adaptive
RezaSaadatyar/Motor-imagery-based-EEG-signal-processing
RezaSaadatyar/Numpy
RezaSaadatyar/P300-based-EEG-signal-processing
RezaSaadatyar/Pandas
RezaSaadatyar/PID-and-Fuzzy-Logic-Controller-for-Rehabilitation
Comparison of performance between a PID-tuned controller and a fuzzy controller for the development of rehabilitation exoskeletons.
RezaSaadatyar/Reinforcement-Learning
The repository contains codes for RL (e.g., Q-Learning, Monte Carlo, …) in the form of Python files.
RezaSaadatyar/RezaSaadatyar
RezaSaadatyar/Signal-processing-methods-
RezaSaadatyar/YouTubeVideoCode
Code related to my YouTube vids!