ICA/PCA analysis of rats' LFP signals

A leaflet map that shows current ICA stores in the province of Dalarna (SE), as well as, current weather and nearly located bus stops by the use of different APIs

2022 ICA regional conference: Computational Communication Research in Central and Eastern Europe

Blind source separation of sEMG signals on PULP platform

A Python project using Independent Component Analysis (ICA) to separate mixed audio signals and classify the separated sources. Includes signal processing, feature extraction, and classification techniques.

Individual Research Module (IM): Architecture Search for a Lightweight rs-fMRI CNN for Brain Age Prediction

Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings

Machine Learning coursework | Applied Sciences Faculty, UCU (2019)

School Project

An unsupervised clustering techniques to understand if any similarities exist between customers and use those similarities to segment customers into distinct categories

Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, then checked these predictions against the result of unsupervise…

Learning is an art, Lets learn Machine Learning.

Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Made predictions about the natural categories of multiple types in a dataset, then checked these predictions against the result of unsupervised analysis.

Using the BCI Competition Dataset IV for Motor Classification

Code for our work with the Amen Clinic related to SPECT imaging.

Independent Component Analysis algorithm for solving linear noise less "cocktail party problem"

Kmeans, EM and Neural Networks applied on reduced dataset using different dimensionality reduction algorithms.

Machine Learning

Imperialist competitive algorithm

EEG data collection and processing in matlab. Proposed data collection algorithm and Processing pipeline for evoked potentials of EEG signals or regular EEG signals. Furthermore