rustymind
brainflow
rustymind | brainflow | |
---|---|---|
3 | 13 | |
44 | 1,205 | |
- | 1.7% | |
0.0 | 8.1 | |
about 2 years ago | 1 day ago | |
Rust | C++ | |
MIT License | MIT License |
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rustymind
- Open-source library and tools to parse and visualize EGG data from NeuroSky headsets
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Cross-platform library to parse and visualize brainwaves with NeuroSky headsets
Hi, I would like to share a cool NeuroSky related project that's written in the Rust programming language: https://github.com/junjunjd/rustymind.
- Parse and visualize brainwaves with Rust
brainflow
- Code recommendations for the MUSE 2 using Python
- Want to know how to Get Started with BCI
- Show HN: BrainFlow the library to work with biosensors and neurointerfaces
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100k downloads from PyPI for my home project BrainFlow
The home project I've been working on for 4 years (https://github.com/brainflow-dev/brainflow) has been downloaded 100k times from PyPI. It's a library to work with wearable devices, with primary focus on EEG.
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SimpleBLE - Cross-platform BLE library for Windows, Linux and MacOS/iOS
About my current user base, I'd like to highlight we use SimpleBLE at my job, it has been integrated into BrainFlow, it is part of some new tools made by a large industrial automation company (whose name I cannot mention but rhymes with "Good product made by bees") and by a robot researcher in Germany.
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Develop apps with biosensors and neurointerfaces
BrainFlow provides a uniform SDK to work with biosensors with a primary focus on neurointerfaces. It provides SDK for Python, Java, C#, C++, Matlab, R, Julia and Rust. Core part of BrainFlow is written in C\C++ and all bindings call methods from dynamic library. User API is uniform for all supported devices and allows you to develop device agnostic applications.
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A real brain-computer interface mod for Skyrim VR
I made a mod for Skyrim VR that brings your mental focus level (as determined by a Muse 2 meditation EEG device and the processing of https://brainflow.org) into Skyrim and scales your ingame magic power by your actual mental power. So you now actually need to learn to channel your inner strength if you want to be a successful mage! This is Real Virtual Magic!
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A real brain-computer interface mod for Skyrim VR!
I can get the complete EEG reading of four channels plus the gyro sensors and in the future also the heart rate. What I do with it is a different question :D I process the data myself, locally, using the brainflow.org library. So I do create a non-binary value at the moment
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Truly next level s**t here
Sure! I use brainflow.org to collect the data from the muse and at the moment I just do a super simple spectral analysis and use the average alpha/theta ratio to determine brain power. This will definitely not stay. I am already experimenting with different ratios and I will probably implement a classifier that allows a more sophisticated classification later down the road. I will also augment it with the gyro sensor and the heart rate monitor that is integrated in the Muse. Ultimately, I will make it compatible with the OpenBCI Galea device. Join the discord to stay in touch!
What are some alternatives?
plotly.rs - Plotly for Rust
BioAmp-EXG-Pill - BioAmp EXG Pill is a small and elegant Analog Front End (AFE) board for BioPotential signal acquisition.
rustDTW - Python extension backed by a multi-threaded Rust implementation of Dynamic Time Warping (DTW).
NeuroGloves - Using the Myo to play VR games using SteamVR
Peroxide - Rust numeric library with R, MATLAB & Python syntax
audiowmark - Audio Watermarking
graphest - A faithful graphing calculator
ironbci - Open-Source Brain-Computer Interface, ADS1299 and STM32
muse-js - Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
gnss-sdr - GNSS-SDR, an open-source software-defined GNSS receiver
Kilosort - Fast spike sorting with drift correction for up to a thousand channels