Videos

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Capacity-resolution trade-off in the optimal learning of multiple low-dimensional manifolds by attractor neural networks Thumbnail

Capacity-resolution trade-off in the optimal learning of multiple low-dimensional manifolds by attractor neural networks

Presenter
  • Remi Monasson
November 18, 2019
IPAM
Curiosity, unobserved rewards and neural networks: On recent progress in building solid foundations for RL Thumbnail

Curiosity, unobserved rewards and neural networks: On recent progress in building solid foundations for RL

Presenter
  • Csaba Szepesvari
November 7, 2019
IAS
Automatic Feature Extraction from Hyperspectral Imagery using Deep Recurrent Neural Networks Thumbnail

Automatic Feature Extraction from Hyperspectral Imagery using Deep Recurrent Neural Networks

Presenter
  • Joshua Agar
September 25, 2019
IPAM
Deep Learning Opening Workshop: A Survey of Statistical Research in Neural Networks and Deep Learning, Xiaoming Huo Thumbnail

Deep Learning Opening Workshop: A Survey of Statistical Research in Neural Networks and Deep Learning, Xiaoming Huo

August 12, 2019
SAMSI

Partial Differential Equations Approaches to Optimization and Regularization of Deep Neural Networks

Presenter
  • Adam Oberman
November 2, 2018
ICERM
Optimization Methods for Large Scale Distributed Deep Learning Thumbnail

Optimization Methods for Large Scale Distributed Deep Learning

Presenter
  • Rio Yokota
September 28, 2018
IPAM
An electrodiffusive framework for large scale ion concentration dynamics in neural tissue Thumbnail

An electrodiffusive framework for large scale ion concentration dynamics in neural tissue

Presenter
  • Geir Halnes
February 15, 2018
IMA
Unraveling the mysteries of stochastic gradient descent on deep neural networks Thumbnail

Unraveling the mysteries of stochastic gradient descent on deep neural networks

Presenter
  • Pratik Chaudhari
February 8, 2018
IPAM

Control of Weakly (and Not So Weakly) Perturbed Neural Oscillatory

Presenter
  • Dan Wilson
September 14, 2017
MBI

Cellular control of network rhythmic activity

Presenter
  • Guillaume Drion
September 13, 2017
MBI

Inferring Dynamics of Neurons from Field Potentials in the Auditory Brainstem

Presenter
  • Joshua Goldwyn
October 19, 2016
MBI
Deep learning on geometric data with intrinsic convolutional neural networks Thumbnail

Deep learning on geometric data with intrinsic convolutional neural networks

Presenter
  • Michael Bronstein
February 9, 2016
IPAM