78 Open source projects that are alternatives of or similar to sigviewer

Parameterizing neural power spectra into periodic & aperiodic components.

MNE-CPP: A Framework for Electrophysiology

PyTorch implementation of TSception

Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

Real-time processing and plotting of data streamed over LSL, with a focus on student-led BCI projects.

A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.

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

Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications

A fullstack javascript app for capturing and visualizing OpenBCI EEG data

Visual EEG readings from the Muse EEG Headset

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

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

EntroPy: complexity of time-series in Python (DEPRECATED)

Python machine learning package based on sklearn API for multivariate data processing and statistical analysis of symmetric positive definite matrices via Riemannian geometry

python implementations of Analyzing Neural Time Series Textbook

The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

A lightweight I/O utility for the BrainVision data format, written in Python.

A list of openly available software tools for (mostly human) electrophysiology.

[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

Detect EEG artifacts, outliers, or anomalies using supervised machine learning.

Mother of All BCI Benchmarks

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.

A terminal app written in Node.js to monitor brain signals in real-time

A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse

Connectome Mapper 3 is a BIDS App that implements full anatomical, diffusion, resting/state functional MRI, and recently EEG processing pipelines, from raw T1 / DWI / BOLD , and preprocessed EEG data to multi-resolution brain parcellation with corresponding connection matrices.

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

A list of openly available datasets in (mostly human) electrophysiology.

A package for manipulating EEG data in R.

Python + EEG/MEG = PyEEG

EEG Reader is an Android mobile application, which reads EEG signal from NeuroSky mobile device connected to smartphone via Bluetooth.

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time

📊 EEG signal processing and machine learning in JavaScript

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

A list of tutorials and other resources useful to learn open science and neuroimaging, EEG and MEG

Simulation and optimization of neural circuits for MEG/EEG source estimates

A Node.js library that reads your mind with Emotiv EPOC EEG headset

Web Bluetooth client for the Ganglion brain-computer interface by OpenBCI

EEG Sleep stage classification using CNN with Keras

Open-Source board for converting RaspberryPI to Brain-computer interface

Microstate EEGlab toolbox

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

The MATLAB toolbox for MEG, EEG and iEEG analysis

MSc thesis on: Classifying brain activity using EEG and automated time tracking of computer use (using ActivityWatch)

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

NEURAL: a neonatal EEG feature set in Matlab

Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python 🧠🔧

Open Source EIT system using Keithley 6221 current source and EEG systems

CS198-96: Intro to Neurotechnology @ UC Berkeley