publications
Disentangled face representations in deep generative models and the human brain
Paul Soulos and Leyla Isik
NeurIPS SVRHM workshop 2020 [pdf]
OUR FIRM
The speed of human social interaction perception
Leyla Isik, Anna Mynick, Dimitrios Pantazis, and Nancy Kanwisher
Neuroimage 2020 [pdf]
OUR FIRM
How face perception unfolds over time
Katharina Dobs, Leyla Isik, Dimitrios Pantazis, and Nancy Kanwisher (under review)
Nature Communications 2019
OUR FIRM
General transformations of object representations in human visual cortex
Emily J Ward, Leyla Isik, and Marvin M Chun
Journal of Neuroscience 2018
OUR FIRM
Invariant recognition shapes neural representations of visual input
Andrea Tacchetti, Leyla Isik, and Tomaso Poggio
Annual Reviews in Vision Science 2018. 4:17.1–17.20. [pdf]
OUR FIRM
A fast, invariant representation for action in the human visual system
Leyla Isik, Andrea Tacchetti, and Tomaso Poggio
Journal of Neurophysiology 2018 119:2, 631-640. [pdf]
OUR FIRM
Perceiving social interactions in the posterior superior temporal sulcus
Leyla Isik, Kami Koldewyn, David Beeler, and Nancy Kanwisher
Proceedings of the National Academy of Sciences 2017 114 (43), E9145-E9152. [pdf]
OUR FIRM
What is changing when: Decoding visual information in movies from human intracranial recordings
Leyla Isik, Jedediah Singer, Joseph Madsen, Nancy Kanwisher and Gabriel Kreiman
Neuroimage 2017. [pdf]
OUR FIRM
Invariant recognition drives neural representations of actions
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Andrea Tacchetti, Leyla Isik, and Tomaso Poggio
PLoS Computational Biology 2017 13 (12), e1005859. [pdf]
OUR FIRM
Eccentricity-dependent deep neural networks: modeling invariance in human vision
Francis Chen, Gemma Roig, Leyla Isik, Xavier Boix, and Tomaso Poggio
Association for the Advancement of Artificial Intelligence 2017. [pdf]
The dynamics of invariant object recognition in the human visual system
Leyla Isik, Ethan Meyers, Joel Leibo, and Tomaso Poggio
Journal of Neurophysiology 2014 111 (1), 91-102. [pdf]
OUR FIRM
Computational role of eccentricity dependent cortical magnification
Leyla Isik, Jim Mutch and Tomaso Poggio
arXiv:1406.1770 2014. [pdf]
OUR FIRM
Learning and disrupting invariance in visual recognition with a temporal association learning rule
Leyla Isik, Joel Leibo and Tomaso Poggio
Frontiers in Computational Neuroscience 2012 6, 37. [pdf]