Skip to content
View alinvdu's full-sized avatar
9 followers · 17 following

Achievements

Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

Block or report alinvdu

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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

Zebra Fish connectome

Mapping zebra fish connectome in Python with custom 3D brain areas shapes: visualizations, connectivity matrix, conclusions about behavior modulation and sensory information. Check it out: https://github.com/alinvdu/neuromorphic-connectome-approach

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

Pinned Loading

  1. neural-art Public

    Generate neural art images similar to MidJourney directly from your brain data. Compatible with Emotiv Epoch X (14 channels). Open sourced fine-tuned diffusion model and EEG encoder-decoder.

    Jupyter Notebook 8 1

  2. 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 Public

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

    Jupyter Notebook 2

  4. neuromorphic-connectome-approach Public

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

    Jupyter Notebook 3

  5. 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 9 1

  6. SelfInterface Public

    This is the virtual interface of Self AI

    JavaScript