MaryMahmoodi

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

MPAndroidChart

A powerful 🚀 Android chart view / graph view library, supporting line- bar- pie- radar- bubble- and candlestick charts as well as scaling, panning and animations.

ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

hezar

The all-in-one AI library for Persian, supporting a wide variety of tasks and modalities!

eegsynth

Converting real-time EEG into sounds, music and visual effects

DeepUnderstandingOfDeepLearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

mHealthDroid

[DEPRECATED] An open-source mobile framework for rapid development of mHealth and biomedical applications

conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

RMT

RMT4ML

Matlab Notebook for visualizing random matrix theory results and their applications to machine learning

MVGC1

The MVGC Multivariate Granger Causality toolbox for Granger-causal inference from time-series data.

BRAPH-2

BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research.

ML-Code

This Repo Contains Codes for Machine Learning Models in Python, JAVA and C++

ESSCIRC23-os-neuromorphic-tutorial

Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.

ecg-attention-maps

Deep-Learning

This Repo Contains Deep Learning Model.

HDCA

Hierarchical Discriminant Component Analysis for EEG-based brain-computer interfaces

TAP

Custom MATLAB code to determine an optimal scalp placement of a TMS coil on the computational model of the subject's head. (1) Optimal coil placement is chosen based on maximizing the TMS-induced electric field in a brain region of interest which is derived from individual fMRI peak activity and computed prospectively for neuronavigation-supported TMS experiments. (2) The code's functionality allows also for accuracy assessment of the coil placement recorded during and analyzed after a TMS session.

DataCollectionSystem

Code for a scalable data collection from multiple sensors (IMU, infrared camera, EMG, EEG, GSR, HRM, environmental sensors, eye tracker).

P300-classification-

"PYTHON" for CNN classifier~ "MATLAB" for feature extraction and logitboost classification~Transforming mind to text through reading and analyzing brain signals

RMTEstimCovDist

Code that gives the RMT Improved distances between covariances.

Neurofeedback

Code for "Real-time detection of neural oscillation bursts allows behaviourally relevant neurofeedback"

git-workshop

Repository accompanying the workshop "Collaborative version control with Git/Github"

resampleaudio

Resample EEG and use it as audio

PairedTestPrecisionMatrix

codes for "Paired Test of Matrix Graphs and Brain Connectivity Analysis"

interview-question-data-science-

OpenIstim

Open Source Transcutaneous Current Stimulator

OpenXamp

Bio-signal Amplifier

Covariance_RMT_simulations

Simulations for Detecting Changes in Covariance