Name: Alex Murphy
Type: User
Company: Amii & UAlberta
Bio: NeuroAI postdoc exploring the connection between cognitive neuroscience & machine learning (NLP & vision). PhD. MSc. Ex Tech Intern at Google Brain (Language)
Twitter: Alxmrphi
Location: Edmonton, Canada
Blog: http://www.alxmrphi.com
Alex Murphy's Projects
Config files for my GitHub profile.
Github counterpart to blog site: http://www.alxmrphi.com
Code repo for "Correcting Biased Centered Kernel Alignment Measures in Biological and Artificial Neural Networks" (ICLR 2024, Re-Align Workshop)
Codes & files relating to the paper, "Decoding Part-of-Speech from Human EEG Signals" (ACL 2022) - https://aclanthology.org/2022.acl-long.156/
I will be gradually adding tutorial notebooks on how to work with more advanced fMRI data structures (i.e. Freesurfer, fMRIprep, HCP outputs)
The Greynir NLP parser for Icelandic, packaged for PyPI
An old (2017) short description of how to apply word2vec to a small Icelandic corpus and look at embedding similarities and common features in word2vec library. More of a conceptual demonstration.
A collection of machine learning examples and tutorials.
CMPUT 624 at UAlberta / Machine Learning & the Brain Repo. Course Landing page with links to videos, code and slides.
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
This repository contains all code relating to working with the EEG headset from OpenBCI.
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Python package to extract and analyze image representations from state-of-the-art neural networks for computer vision