NIPS Proceedings
^{β}
Books
Surya Ganguli
12 Papers
Statistical mechanics of low-rank tensor decomposition
(2018)
Task-Driven Convolutional Recurrent Models of the Visual System
(2018)
The emergence of multiple retinal cell types through efficient coding of natural movies
(2018)
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice
(2017)
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net
(2017)
An equivalence between high dimensional Bayes optimal inference and M-estimation
(2016)
Deep Learning Models of the Retinal Response to Natural Scenes
(2016)
Exponential expressivity in deep neural networks through transient chaos
(2016)
Deep Knowledge Tracing
(2015)
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization
(2014)
A memory frontier for complex synapses
(2013)
Short-term memory in neuronal networks through dynamical compressed sensing
(2010)