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alinvdu/README.md

Welcome to my Github Page


About me

I’m a software engineer with a lot of experience on UI/UX and a creative technologist, where I leverage the former skills to build interesting projects at the intersection of different fields such as AI, neuroscience & cognitive science


Projects

Neural Art

Generate art images similar to MidJourney directly from neural data (brain EEG) using an Emotiv Epoch X headset. This project is using Dream Diffusion to fine tune a Stable Diffusion model on EEG data and align it with CLIP (Demo here: https://www.youtube.com/watch?v=8v_EB73m6cQ)

The project contains pre-processing stages for data curation & exposes model weights for a Stable Diffusion abstract art model with 5 days of training

Strawberry UI

An user interface featuring delicious strawberry, featuring prompts used for ChatGPT and MidJourney to design it. Can be viewed here: https://strawberryui.com/

JS Game with Neural Control

Take control of walking a character in 3D in your browser using Emotiv command controls. It offers the ability to train the character walking animation and then play (https://github.com/alinvdu/js-game-neural-commands)

Knowledge repositories

Different implementations of neural signal processing techniques, reinforcementlearning algorithms, neuromorphic computing, generative AI, or just old plain JS. Check it out in the Repositories

Contact me

Email me: boberg.satoko@gmail.com

Twitter: https://twitter.com/alinvdu

Pinned

  1. neural-art neural-art Public

    An interface for generating art images from neural data compatible with Emotiv Epoch X (14 channels) headset

    Jupyter Notebook 3 1

  2. strawberryui strawberryui Public

    New user interface with React components featuring a delicious strawberry design 🍓 Thanks to MidJourney, design and mockup were a breeze, and with the help of ChatGPT, we were able to speed up deve…

    JavaScript 1

  3. neural-signal-processing neural-signal-processing Public

    Analyse Brain Data in Time and Frequency. Perform synchronisation analysis and permutation based statistics for experiments.

    MATLAB 1

  4. reinforcement-learning reinforcement-learning Public

    Reinforcement learning, Intro, MDP, Dynamic Programming, Monte Carlo, Temporal Difference.

    Jupyter Notebook 2

  5. neuromorphic-connectome-approach neuromorphic-connectome-approach Public

    Spiky neurons, bi-exponential synapses, larval zebrafish connectome analysism, STDP, HopField Networks.

    Jupyter Notebook 1

  6. natural-language-processing natural-language-processing Public

    Dumb algorithms for text generation, classification, recommendation, spam detection, topic, tagging, RNNs, sentiment analysis. Transformers architectures & others to come.

    Jupyter Notebook 1