Joel Zylberberg

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 12

Top Topics

Object Recognition

Backpropagation Algorithm

Top Venues

PLoS Comput. Biol.

Neural Networks

Frontiers Comput. Neurosci.

Publications

Alex Murphy, Joel Zylberberg, Alona Fyshe
Correcting Biased Centered Kernel Alignment Measures in Biological and Artificial Neural Networks. CoRR (2024)
Cory Efird, Alex Murphy, Joel Zylberberg, Alona Fyshe
What's the Opposite of a Face? Finding Shared Decodable Concepts and their Negations in the Brain. CoRR (2024)
Cory Efird, Alex Murphy, Joel Zylberberg, Alona Fyshe
Identifying Shared Decodable Concepts in the Human Brain Using Image-Language Foundation Models. CoRR (2023)
Richard C. Gerum, Cassidy Pirlot, Alona Fyshe, Joel Zylberberg
Different Spectral Representations in Optimized Artificial Neural Networks and Brains. CoRR (2022)
Cassidy Pirlot, Richard C. Gerum, Cory Efird, Joel Zylberberg, Alona Fyshe
Improving the Accuracy and Robustness of CNNs Using a Deep CCA Neural Data Regularizer. CoRR (2022)
Callie Federer, Haoyan Xu, Alona Fyshe, Joel Zylberberg
Improved object recognition using neural networks trained to mimic the brain's statistical properties. Neural Networks 131 (2020)
Callie Federer, Haoyan Xu, Alona Fyshe, Joel Zylberberg
Training neural networks to have brain-like representations improves object recognition performance. CoRR (2019)
N. Alex Cayco-Gajic, Joel Zylberberg, Eric Shea-Brown
A Moment-Based Maximum Entropy Model for Fitting Higher-Order Interactions in Neural Data. Entropy 20 (7) (2018)
Callie Federer, Joel Zylberberg
A self-organizing short-term dynamical memory network. Neural Networks 106 (2018)
Joel Zylberberg, Alexandre Pouget, Peter E. Latham, Eric Shea-Brown
Robust information propagation through noisy neural circuits. PLoS Comput. Biol. 13 (4) (2017)
William F. Kindel, Elijah D. Christensen, Joel Zylberberg
Using deep learning to reveal the neural code for images in primary visual cortex. CoRR (2017)
Natasha A. Cayco-Gajic, Joel Zylberberg, Eric Shea-Brown
Triplet correlations among similarly tuned cells impact population coding. Frontiers Comput. Neurosci. 9 (2015)
Yu Hu, Joel Zylberberg, Eric Shea-Brown
The Sign Rule and Beyond: Boundary Effects, Flexibility, and Noise Correlations in Neural Population Codes. PLoS Comput. Biol. 10 (2) (2014)
Joel Zylberberg, Michael Robert DeWeese
Sparse Coding Models Can Exhibit Decreasing Sparseness while Learning Sparse Codes for Natural Images. PLoS Comput. Biol. 9 (8) (2013)
Joel Zylberberg, Jason Timothy Murphy, Michael Robert DeWeese
A Sparse Coding Model with Synaptically Local Plasticity and Spiking Neurons Can Account for the Diverse Shapes of V1 Simple Cell Receptive Fields. PLoS Comput. Biol. 7 (10) (2011)
Joel Zylberberg, Michael Robert DeWeese
How Should Prey Animals Respond to Uncertain Threats? Frontiers Comput. Neurosci. 5 (2011)