Figshare+
Browse

Alessandro Gifford

0000-0002-8923-9477

PhD student, computational visual neuroscience (Cognitive neuroscience; Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience))

Berlin

I'm a PhD student doing research in cognitive computational neuroscience at the Freie Universität Berlin, Germany. I am part of the Neural Dynamics of Visual Cognition Lab, led by Radek Cichy. My research aims at understanding how vision is algorithmically solved in (biological/artificial) intelligent agents, but foremost in the human brain. For this I combine brain imaging data (M/EEG, fMRI) with machine learning and deep learning algorithms to develop new computational modeling tools that advance our theoretical understanding of the computations underlying intelligent systems. More broadly, I am interested in the symbiotic interaction between neuroscience and computer science, and I push for open science. For more information on me and my scientific research, please visit my personal website (https://www.alegifford.com/).

Publications

  • A large and rich EEG dataset for modeling human visual object recognition
  • The Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes
  • BOLD Moments: modeling short visual events through a video fMRI dataset and metadata
  • Modeling short visual events through the BOLD moments video fMRI dataset and metadata
  • Limited but Consistent Gains in Adversarial Robustness by Co-training Object Recognition Models with Human EEG
  • In silico discovery of representational relationships across visual cortex
  • The Human Brain as a Dynamic Mixture of Expert Models in Video Understanding
  • Publisher Correction: In silico discovery of representational relationships across visual cortex

Usage metrics

Co-workers & collaborators

  • Radoslaw Cichy

Alessandro Gifford's public data