Projects

2024

In silico discovery of representational relationships across visual cortex

Alessandro T. Gifford, Maya A. Jastrzębowska, Johannes J.D. Singer, Radoslaw M. Cichy
arXiv
Paper Code Tutorials Dataset Videos Posters

The Neural Encoding Dataset

Alessandro T. Gifford, Radoslaw M. Cichy
in preparation
Dataset Python toolbox Videos

Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG

Manshan Guo, Bhavin Choksi, Sari Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw M. Cichy, Gemma Roig
arXiv
Paper Code

Modeling short visual events through the BOLD moments video fMRI dataset and metadata

Benjamin Lahner, Kshitij Dwivedi, Polina Iamshchinina, Monika Graumann, Alex Lascelles, Gemma Roig, Alessandro T. Gifford, Bowen Pan, SouYoung Jin, Apurva Ratan Murty, Kendrick Kay, Aude Oliva, Radoslaw M. Cichy
Nature Communications
Paper Data Code

2023

The Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes

Alessandro T. Gifford, Benjamin Lahner, Sari Saba-Sadiya, Martina G. Vilas, Alex Lascelles, Aude Oliva, Kendrick Kay, Gemma Roig, Radoslaw M. Cichy
arXiv
Paper Website Data Data tutorial Videos

2022

A large and rich EEG dataset for modeling human visual object recognition

Alessandro T. Gifford, Kshitij Dwivedi, Gemma Roig, Radoslaw M. Cichy
NeuroImage
Paper Data Code Data tutorial Videos Posters