Leyla Isik

According to our database, Leyla Isik authored at least 16 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Disentangled deep generative models reveal coding principles of the human face processing network.

Paul Soulos, Leyla Isik

PLoS Comput. Biol., February, 2024

How does the primate brain combine generative and discriminative computations in vision?

Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte

CoRR, 2024

2023

Prospective Learning: Principled Extrapolation to the Future.

Ashwin De Silva, Rahul Ramesh, Lyle H. Ungar, Marshall G. Hussain Shuler, Noah J. Cowan, Michael Platt, Chen Li, Leyla Isik, Seung-Eon Roh, Adam Charles, Archana Venkataraman, Brian Caffo, Javier J. How, Justus M. Kebschull, John W. Krakauer, Maxim Bichuch, Kaleab Alemayehu Kinfu, Eva Yezerets, Dinesh Jayaraman, Jong M. Shin, Soledad Villar, Ian Phillips, Carey E. Priebe, Thomas Hartung, Michael I. Miller, Jayanta Dey, Ningyuan Huang, Eric Eaton, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Randal C. Burns, Onyema Osuagwu, Brett Mensh, Alysson R. Muotri, Julia Brown, Chris White, Weiwei Yang, Andrei A. Rusu, Timothy D. Verstynen, Konrad P. Kording, Pratik Chaudhari, Joshua T. Vogelstein

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Out-of-distribution Detection Using Kernel Density Polytopes.

Jayanta Dey, Ashwin De Silva, Will LeVine, Jong M. Shin, Haoyin Xu, Ali Geisa, Tiffany Chu, Leyla Isik, Joshua T. Vogelstein

CoRR, 2022

Prospective Learning: Back to the Future.

Joshua T. Vogelstein, Timothy D. Verstynen, Konrad P. Kording, Leyla Isik, John W. Krakauer, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Carey E. Priebe, Randal C. Burns, Kwame S. Kutten, James J. Knierim, James B. Potash, Thomas Hartung, Lena Smirnova, Paul Worley, Alena V. Savonenko, Ian Phillips, Michael I. Miller, René Vidal, Jeremias Sulam, Adam Charles, Noah J. Cowan, Maxim Bichuch, Archana Venkataraman, Chen Li, Nitish V. Thakor, Justus M. Kebschull, Marilyn S. Albert, Jinchong Xu, Marshall G. Hussain Shuler, Brian Caffo, J. Tilak Ratnanather, Ali Geisa, Seung-Eon Roh, Eva Yezerets, Meghana Madhyastha, Javier J. How, Tyler M. Tomita, Jayanta Dey, Ningyuan Huang, Jong M. Shin, Kaleab Alemayehu Kinfu, Pratik Chaudhari, Ben Baker, Anna Schapiro, Dinesh Jayaraman, Eric Eaton, Michael Platt, Lyle H. Ungar, Leila Wehbe, Ádám Kepecs, Amy Christensen, Onyema Osuagwu, Bing Brunton, Brett Mensh, Alysson R. Muotri, Gabriel A. Silva, Francesca Puppo, Florian Engert, Elizabeth Hillman, Julia Brown, Chris White, Weiwei Yang

CoRR, 2022

On the index of the Diffie-Hellman mapping.

Leyla Isik, Arne Winterhof

Appl. Algebra Eng. Commun. Comput., 2022

2021

Functional selectivity for social interaction perception in the human superior temporal sulcus during natural viewing.

Haemy Lee Masson, Leyla Isik

NeuroImage, 2021

2020

The speed of human social interaction perception.

Leyla Isik, Anna Mynick, Dimitrios Pantazis, Nancy Kanwisher

NeuroImage, 2020

2018

What is changing when: Decoding visual information in movies from human intracranial recordings.

Leyla Isik, Jedediah Singer, Joseph R. Madsen, Nancy Kanwisher, Gabriel Kreiman

NeuroImage, 2018

Carlitz rank and index of permutation polynomials.

Leyla Isik, Arne Winterhof

Finite Fields Their Appl., 2018

2017

Invariant recognition drives neural representations of action sequences.

Andrea Tacchetti, Leyla Isik, Tomaso A. Poggio

PLoS Comput. Biol., 2017

Complete mappings and Carlitz rank.

Leyla Isik, Alev Topuzoglu, Arne Winterhof

Des. Codes Cryptogr., 2017

Maximum-Order Complexity and Correlation Measures.

Leyla Isik, Arne Winterhof

Cryptogr., 2017

Eccentricity Dependent Deep Neural Networks: Modeling Invariance in Human Vision.

Francis X. Chen, Gemma Roig, Leyla Isik, Xavier Boix, Tomaso A. Poggio

Proceedings of the 2017 AAAI Spring Symposia, 2017

2014

Computational role of eccentricity dependent cortical magnification.

Tomaso A. Poggio, Jim Mutch, Leyla Isik

CoRR, 2014

2012

Learning and disrupting invariance in visual recognition with a temporal association rule.

Leyla Isik, Joel Z. Leibo, Tomaso A. Poggio

Frontiers Comput. Neurosci., 2012