brainflow
SimpleDBus
brainflow | SimpleDBus | |
---|---|---|
13 | 1 | |
1,201 | 10 | |
2.7% | - | |
8.1 | 8.4 | |
2 days ago | over 1 year ago | |
C++ | C++ | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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!
SimpleDBus
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SimpleBLE - Cross-platform BLE library for Windows, Linux and MacOS/iOS
Internally, SimpleBLE is using CoreBluetooth on MacOS, WinRT on Windows and SimpleBluez/SimpleDBus (two other components that I wrote providing low-level access to DBus as well as Bluez abstractions). The library is extensively tested in terms of functionality as well as memory/thread sanity and I do feel confident about it being production ready. Tiny caveat: Most tests I run are manual, although I have plans for a proper hardware-in-the-loop CI pipeline if I get enough people interested / funding.
What are some alternatives?
BioAmp-EXG-Pill - BioAmp EXG Pill is a small and elegant Analog Front End (AFE) board for BioPotential signal acquisition.
polkit-dumb-agent - a polkit agent in 145 lines of code, because polkit is dumb and none of the other agents worked
NeuroGloves - Using the Myo to play VR games using SteamVR
openvpn3-linux - OpenVPN 3 Linux client
audiowmark - Audio Watermarking
cmake-init-fetchcontent - Example for optionally vendoring using FetchContent
ironbci - Open-Source Brain-Computer Interface, ADS1299 and STM32
cmake-init - The missing CMake project initializer
gnss-sdr - GNSS-SDR, an open-source software-defined GNSS receiver
SimpleBLE - SimpleBLE - the all-in-one Bluetooth library for MacOS, iOS, Windows, and Linux.
Kilosort - Fast spike sorting with drift correction for up to a thousand channels
dunst - Lightweight and customizable notification daemon