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  • šŸ‘‹ Hi, Iā€™m @Alxmrphi
  • šŸ« I'm a postdoc at Amii (UAlberta) in Edmonton, Canada
  • šŸ‘€ Iā€™m interested in the intersection of cognitive neuroscience and machine learning
  • šŸ’žļø Iā€™m looking to collaborate on projects relating to the incorporation of brain data into neural network modelling and using neural networks to uncover how the brain processes language and images
  • šŸ“« How to reach me : murphyalex at gmail dot com

Alex Murphy's Projects

blog icon blog

Github counterpart to blog site: http://www.alxmrphi.com

correcting_cka_alignment icon correcting_cka_alignment

Code repo for "Correcting Biased Centered Kernel Alignment Measures in Biological and Artificial Neural Networks" (ICLR 2024, Re-Align Workshop)

decoding_pos_from_eeg icon decoding_pos_from_eeg

Codes & files relating to the paper, "Decoding Part-of-Speech from Human EEG Signals" (ACL 2022) - https://aclanthology.org/2022.acl-long.156/

icelandic icon icelandic

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.

ml_and_brain_2023 icon ml_and_brain_2023

CMPUT 624 at UAlberta / Machine Learning & the Brain Repo. Course Landing page with links to videos, code and slides.

mne-python icon mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

openbci icon openbci

This repository contains all code relating to working with the EEG headset from OpenBCI.

thingsvision icon thingsvision

Python package to extract and analyze image representations from state-of-the-art neural networks for computer vision

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