Daniel Yamins

Performance-optimized hierarchical models predict neural responses in higher visual cortex

Daniel Yamins, Ha Hong, Charles F. Cadieu et al. · Proceedings of the National Academy of Sciences · 2014 · 2.1K citations · Full text

Medicine, Neuroscience, Vision Science +17

Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures

James Bergstra, Daniel Yamins, David Cox · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 2013 · 1.6K citations · Full text

Computing, Computer Science, Algorithms +15

Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition

Charles F. Cadieu, Ha Hong, Daniel Yamins et al. · PLoS Computational Biology · 2014 · 917 citations · Full text

Computing, Computer Science, Neuroscience +16

A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy

Alexander J.E. Kell, Daniel Yamins, Erica N. Shook et al. · Neuron · 2018 · 601 citations · Full text

Life Sciences, Neurobiology, Neuroscience +14

Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like?

Martin Schrimpf, Jonas Kubilius, Ha Hong et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2018 · 509 citations · Full text

Computing, Computer Science, Neuroscience +17