Author

Michal Irani

Weizmann Institute of Science

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Guy GaziviD· 2 shared Ashesh D. MehtaiD· 1 shared Assaf HoogiiD· 1 shared David M. GroppeiD· 1 shared Erin M. YeagleiD· 1 shared Francesca StrappiniiD· 1 shared Jose L. HerreroiD· 1 shared Michal HareliD· 1 shared

Activity by Year

2018-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersNeuroscience

Guy GazivORCID

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2 papers

Recent·Most cited

Self-Supervised Natural Image Reconstruction and Large-Scale Semantic Classification from Brain Activity

Guy Gaziv, Roman Beliy, Niv Granot, Assaf Hoogi, Francesca Strappini, Tal Golan, Michal Irani

This paper develops a self-supervised method to reconstruct images and classify semantic categories from fMRI data without paired training examples.

NeuroImage · Mar 24, 2022Peer-reviewedNeuroscience

Deep Convolutional modeling of human face selective columns reveals their role in pictorial face representation

Shany Grossman, Guy Gaziv, Erin M. Yeagle, Michal Harel, Pierre Mégevand, David M. Groppe, Simon Khuvis, Jose L. Herrero, Michal Irani, Ashesh D. Mehta, Rafael Malach

The paper shows that face-selective brain columns match deep convolutional networks in intermediate layers, suggesting a role in pictorial face representation rather than person identification.

bioRxiv · Oct 19, 2018 · PreprintNeuroscience