Brain Computer Interfaces
How to build a brain-computer interface & Reading your thoughts with Keras and EEG are great reads.
Notes
Links
- Neuralink - Developing ultra high bandwidth brain-machine interfaces to connect humans and computers.
- Neural Interfaces and the Future of Human-Computer Interaction | Thomas Reardon (2019)
- CTRL Labs - Developing neural interfaces.
- Thomas Reardon Introduces CTRL-kit at Slush (2018)
- Neuralink Livestream (2019)
- Natural image reconstruction from brain waves: a novel visual BCI system with native feedback (HN)
- High-speed microscope captures fleeting brain signals (2020) (HN)
- Machine translation of cortical activity to text with encoder–decoder framework (HN)
- Brain Oriented Programming (2020) (HN)
- A generative network model of neurodevelopment (2020)
- An integrated brain-machine interface platform with thousands of channels (2019)
- Dorsolateral prefrontal cortex-based control with an implanted brain–computer interface (2020)
- CoMind - Next generation non-invasive brain-computer interfaces.
- Classifying brain activity using low-cost biosensors and automated time tracking
- No Implants Needed for Precise Control Deep into the Brain (2020) (HN)
- Development of optically controlled “living electrodes” with long-projecting axon tracts for a synaptic brain-machine interface (2021)
- OpenBCI - Open Source Biosensing Tools (EEG, EMG, EKG, and more).
- 5 startups competing with Neuralink (2021)
- Brain2Pix: Fully convolutional naturalistic video reconstruction from brain activity (HN)
- Neural interface for next-gen neuroprosthetics (2020)
- 2020 Neural Interface Market: A Guide for Entrepreneurs and Investors
- What are the current main BCI theoretical and engineering challenges? (2021)
- High-performance brain-to-text communication via handwriting (2021)
- Image Stabilization – In Humans (2021)
- SpikeGLX - Recording system for extracellular neural probes.
- Neurosity - Develop Crown that guides you into a flow state and helps you stay in the zone.
- Gabe Newell on Valve's Brain Computer Interfaces and Gaming Inside the Brain (2021)
- Top-down control of visual cortex by the frontal eye fields through oscillatory realignment (2021)
- Human use of high-bandwidth wireless brain-computer interface (2021) (HN)
- Monkey MindPong (2021) (HN)
- The current state of the art in brain computer interfaces (2021)
- Neuralink MindPong Deconstructed (2021)
- What can you do after complete intertwinement of Neuralink with AI singularity?
- Can Machines Control Our Brains? (2021) (HN)
- BlackRock Microsystems - Brain-Computer Interfaces.
- Bryan Johnson: Kernel Brain-Computer Interfaces (2021)
- Kernel - Creates the interfaces and insights necessary to unlock the greatest scientific unknown: the inner workings of the human brain and mind.
- Low-cost brain computer interface for everyday use (2021) (HN)
- Ironbci: Open-Source Brain Computer Interface (HN)
- Neuralink and the Brain's Magical Future (2017)
- Experimenting with brain-computer interfaces in JavaScript (2018) (HN)
- Mother of all BCI Benchmarks
- Why brain-machine interfaces progress so slowly
- Dynamical Systems (in Neuro) Reading List - Centered around the practical application of linear dynamical systems models to predict neural data.
- Open-Source board for converting RaspberryPI to Brain-computer interface
- A low-cost and shielding-free ultra-low-field brain MRI scanner (2021) (HN)
- brainplotlib - Lightweight package to plot brain surfaces with Python.
- NeuroTechEDU's Awesome List of BCI-related Resources
- EEGLearn - Set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
- Completely Locked-In Patients Can Communicate, Thanks to a Brain Implant (BCI) (2022) (HN)
- Neuralink Discord
- How to build a brain-computer interface — and why (2019)
- Using deep learning to “read your thoughts” — with Keras and EEG (2019)
- Bryan Johnson: Kernel Brain-Computer Interfaces (2023)
- Real-Time Brain-to-Image Reconstructions (HN)
- The future of brain–machine interfaces is optical (2023)
- High-resolution image reconstruction with latent diffusion models from human brain activity (2023) (Code) (Tweet) (HN)