Alessandro Gifford

A resource of encoding models for in silico neuroscience

Gifford AT, Bersch D, Janini D, Roig G, Cichy RM

In preparation

A large dataset of human EEG responses to short naturalistic videos for studying dynamic visual event processing

Gifford AT, Oyarzo P, Zonneveld AW, Sartzetaki C, Groen IIA, Cichy RM

arXiv

A 7T fMRI dataset of synthetic images for out-of-distribution modeling of vision

Gifford AT, Cichy RM, Naselaris T, Kay K

Nature Communications

The human brain as a dynamic mixture of expert models in video understanding

Sartzetaki C, Zonneveld AW, Oyarzo P, Gifford AT, Cichy RM, Mettes P, Groen IIA

International Conference on Learning Representations (ICLR)

In silico discovery of representational relationships across visual cortex

Gifford AT, Jastrzębowska MA, Singer JDD, Cichy RM

Nature Human Behavior

In silico neuroscience: an emerging paradigm for brain discovery

Gifford AT

PhD dissertation

The time course of visuo-semantic representations in the human brain is captured by combining vision and language models

Rong B, Gifford AT, Düzel E, Cichy RM

eLife

The Algonauts Project 2025 challenge: How the human brain makes sense of multimodal movies

Gifford AT, Bersch D, St-Laurent M, Pinsard B, Boyle J, Bellec L, Oliva A, Roig G, Cichy RM

arXiv

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

Lahner B, Dwivedi K, Iamshchinina P, Graumann M, Lascelles A, Roig G, Gifford AT, Pan B, Jin S, Murty AR, Kay K, Oliva A, Cichy RM

Nature Communications

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

Guo M, Choksi B, Saba-Sadiya S, Gifford AT, Vilas MG, Cichy RM, Roig G

European Conference on Computer Vision (ECCV)

The Algonauts Project 2023 challenge: How the human brain makes sense of natural scenes

Gifford AT, Lahner B, Saba-Sadiya S, Vilas MG, Lascelles A, Oliva A, Kay K, Roig G, Cichy RM

arXiv