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Hi there 👋, I'm Ugo Bruzadin Nunes, PhD

Welcome to my GitHub! I'm a PostDoctoral Fellow at Chapman University, specializing in computational neuroscience.

About Me

I am passionate about developing scripts to process and analyze EEG/EMG data using Matlab, R, and Python. My research focuses on:

  • 🔭 Current Projects:
    • Triangulating the Neural Correlates of Consciousness
    • Decoding Inattentional Blindness

Skills

  • Programming Languages: Matlab, R, Python
  • Techniques: EEG/EMG analysis, Machine Learning, Deep Neural Networks
  • Currently Learning: SQL, RNN and LSTM, 3D Modeling

Favorite Projects

Here are some of my favorite projects that showcase my work:

Get in Touch

  • 💬 Ask me about: EEG/EMG, Machine Learning, Deep Neural Networks
  • 📫 Email me
  • 💼 LinkedIn

Fun Facts

  • 😄 Pronouns: He/Him/His
  • Fun fact: I am from Brazil, but I love hockey!

Feel free to explore my repositories and reach out if you have any questions or collaboration ideas!

Ugo Bruzadin Nunes's Projects

autopipeliner icon autopipeliner

A plugin to run and test EEG pipelines. Open AutopipelinerUI_v2a and organize the codes as you wish. Combine the pipelines and test.

binica icon binica

Binary Infomax ICA in C using LAPACK

cnn_benchmark_eeg_blindness icon cnn_benchmark_eeg_blindness

I created this pipeline to compare a 1D, 2D, and 3D Conv Net on EEG data, to see which faired best to identify participants who are blinded and not blinded at an Innatentional Blindness paradigm. To show that a NN can identify people who are blinded is an incredible achievement.

deeplearningexamples icon deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

eeglab icon eeglab

A modded EEGLAB fork to centralize the defaults, and new scripts used by the INL team at SIU.

epub2tts icon epub2tts

Turn an epub or text file into an audiobook

fairgame icon fairgame

Tool to help us buy hard to find items.

iclabel icon iclabel

Automatic EEG IC classification plugin for EEGLAB

inl_eeglab_library icon inl_eeglab_library

A library of codes that are used in the Integrative Neuroscience Lab at SIU - C

intzd icon intzd

tacotron2 -> waveglow to convert .epub into audiobooks

inverse_ica icon inverse_ica

This is an EEGLAB extension that allows for the importation of cleaner (or dirtier) ICA/PCA components to better clean data.

mental-imagery-and-tracking-javascript- icon mental-imagery-and-tracking-javascript-

Here I share the tasks I developed for my master's thesis. They are the first codes I have ever made so understand that they are far from optimal. They work OK, enough for what I needed at the time.

net4nets icon net4nets

A Convolutional Net for Classifying Smokers via EEG

nutmeg icon nutmeg

Neurodynamic Utility Toolbox for MEG

quicklab icon quicklab

QuickLab is a plugin for EEGLAB. It contains a library of functions made to improve EEG data processing. The primary program is the Advanced EEG Data Editor, which centralizes all the functions I created in one unique, intuitive, and user-friendly UI.. This project was made so that I could complete my dissertation.

stockalertbot icon stockalertbot

Faced with the scenario of scalpers using bots to hog up all the inventory of popular holiday toys and sell them at ridiculously high markup prices, I decided to put up a fight so we can get our hands on things we need to survive the #Coronavirus quarantine(s).

triangulation_project icon triangulation_project

In sum, this projects' goal was to show that it is feasible to use the model from one experiment to decode the other two, and therefore show that they share a common neural signal.

viewprops icon viewprops

EEGLAB plugin with improved pop_prop and more

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