919 citations · 950 across the 5 of their papers we have counts for
5 papers
Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition
Charles F. Cadieu, Ha Hong, Daniel L. K. Yamins +5
The primate visual system achieves remarkable visual object recognition performance even in brief presentations and under changes to object exemplar, geometric transformations, and…
The Neural Representation Benchmark and its Evaluation on Brain and Machine
Charles F. Cadieu, Ha Hong, Dan Yamins +3
A key requirement for the development of effective learning representations is their evaluation and comparison to representations we know to be effective. In natural sensory domain…
Modeling Image Structure with Factorized Phase-Coupled Boltzmann Machines
Charles F. Cadieu, Kilian Koepsell
We describe a model for capturing the statistical structure of local amplitude and local spatial phase in natural images. The model is based on a recently developed, factorized thi…
Phase coupling estimation from multivariate phase statistics
Charles F. Cadieu, Kilian Koepsell
Coupled oscillators are prevalent throughout the physical world. Dynamical system formulations of weakly coupled oscillator systems have proven effective at capturing the propertie…
A multivariate phase distribution and its estimation
Charles F. Cadieu, Kilian Koepsell
Circular variables such as phase or orientation have received considerable attention throughout the scientific and engineering communities and have recently been quite prominent in…