195 Open source projects that are alternatives of or similar to Fooof

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

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

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

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

A fullstack javascript app for capturing and visualizing OpenBCI EEG data

CS198-96: Intro to Neurotechnology @ UC Berkeley

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

The MATLAB toolbox for MEG, EEG and iEEG analysis

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

python implementations of Analyzing Neural Time Series Textbook

Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface

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

A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

Example with Cortex V2 API

MNE-CPP: A Framework for Electrophysiology

Mother of All BCI Benchmarks

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

AntroPy: entropy and complexity of (EEG) time-series in Python

Blackrock Microsystems Cerebus Link for Neural Signal Processing

Fast and scalable spike sorting in python

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

EEG Sleep stage classification using CNN with Keras

Real-time position tracker for behavioral research

Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.

Connectome Workbench

For running psychology and neuroscience experiments

A Python interface for ABF files

Python-based module for extracting from, converting between, and interfacing with many common file formats in extracellular recording.

Python + EEG/MEG = PyEEG

PyTorch Connectomics: segmentation toolbox for EM connectomics

The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.

Temporal Network Tools

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

A motor unit based model of skeletal muscle and fatigue

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

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

EPFL summaries & cheatsheets over 5 years (computer science, communication systems, data science and computational neuroscience).

Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities

Microstate EEGlab toolbox

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

ONI-compatible hardware, firmware, and host APIs for advanced neuroscience experiments.

Fast spike sorting with drift correction for up to a thousand channels

Automated mouse atlas propagation

Core tools required for running Canlab Matlab toolboxes. The heart of this toolbox is object-oriented tools that enable interactive analysis of neuroimaging data and simple scripts using high-level commands tailored to neuroimaging analysis.

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

A curated list of awesome neuroscience libraries, software and any content related to the domain.

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

A Python library for creating and simulating large-scale brain models

Biologically-realistic recurrent convolutional neural networks

Brian is a free, open source simulator for spiking neural networks.

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

Inner ear models for Python

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

NEURON Simulator

📊 EEG signal processing and machine learning in JavaScript

dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

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

EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.