Jorsorokin / ChaosAnalysis
A matlab package for analyzing chaotic properties of time series data
☆11Updated 6 years ago
Alternatives and similar repositories for ChaosAnalysis:
Users that are interested in ChaosAnalysis are comparing it to the libraries listed below
- Classification of eeg signals using knn and svm based upon significant features☆14Updated 2 years ago
- This repository includes the MATLAB codes for computing phase lag index and power spectrum density.☆11Updated 9 months ago
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆72Updated 3 years ago
- This for the project removing motion artifacts in fNIRS by deep learning. The publication on this code is 'Deep Learning-based motion art…☆12Updated 2 years ago
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆50Updated 2 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆86Updated 2 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆63Updated 5 years ago
- This project focuses on face recognition problem with respect to 5-fold cross validation, dimensionality reduction based on benchmark alg…☆8Updated 8 years ago
- MATLAB code for estimating parameters for phase space reconstruction of multivariate data.☆48Updated 11 months ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- Regularized K-SVD Algorithm☆45Updated 7 years ago
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine lea…☆11Updated 8 months ago
- Cross frequency coupling toolbox in MatLab☆8Updated 7 years ago
- Feature fusion using Canonical Correlation Analysis (CCA)☆49Updated 5 years ago
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆12Updated 2 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆23Updated 10 years ago
- Epilepsy Prediction with CNN-BiLSTM | BSc dissertation project☆17Updated 2 years ago
- EEG Emotion Classification algorithm - copy from private☆15Updated 9 years ago
- Code for paper: Multiclass Relevance Vector Machines - Sparsity and Accuracy☆24Updated 10 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Updated 4 years ago
- Implementation of EEG signal classification.☆50Updated 8 years ago
- Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO☆23Updated 5 years ago
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 6 years ago
- Matlab code of BMEMD (Bidimensional Multivariate Empirical Mode Decomposition).☆15Updated 5 years ago
- Multisignal Wavelet Transform Feature Extraction☆14Updated 5 years ago
- Using CNN features, SVM classifier and Transfer Learning☆12Updated 9 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆104Updated 5 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆19Updated 8 years ago
- Matlab code for proccesing EEG signals.☆79Updated 6 years ago