Reza Saadatyar's repositories
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.
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)
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.
Machine-Learning-in-Python
This repository contains functions/codes related to different methods of machine learning for classification and clustering in python.
Deep-Learning-in-python
Deep Learning in python
Hammerstein-ARMAX-model
This repository includes the MATLAB codes of Identifying general Hammerstein nonlinear ARMAX systems parametrically using iterative and recursive algorithms
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).
Spike-Sorting-Techniques
This repository includes useful MATLAB codes for ENG analysis.
Function-in-Python
This repository includes different methods to define Functions in Python.
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.
Reinforcement-Learning
The repository contains codes for RL (e.g., Q-Learning, Monte Carlo, …) in the form of Python files.
YouTubeVideoCode
Code related to my YouTube vids!