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Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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alinvdu/README.md

Welcome to my Github Page


About me

I’m a software engineer with a background in UI/UX, now focusing on AI, cognitive psychology, neural signal processing, and domain-specific programming languages. My current work explores improving reasoning in AI and building projects with an interest in emotion in machines, blending technology with 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

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  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 5 1

  2. neural-signal-processing neural-signal-processing Public

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

    MATLAB 4

  3. reinforcement-learning reinforcement-learning Public

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

    Jupyter Notebook 2

  4. neuromorphic-connectome-approach neuromorphic-connectome-approach Public

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

    Jupyter Notebook 3

  5. 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

  6. reproduce-dream-diffusion reproduce-dream-diffusion Public

    In this repository I reproduced Dream Diffusion paper in Colab environment, pre-trained EEG representation and use author checkpoints to generate images.

    Jupyter Notebook 8 1