Javier Sagastuy-Brena | DeepAI

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Featured Co-authors

Surya Ganguli
56 publications
Daniel L. K. Yamins
21 publications
Aran Nayebi
9 publications
Daniel Kunin
8 publications
Hidenori Tanaka
8 publications
Jon Bloom
1 publication
Lauren Gillespie
1 publication
Eshed Margalit
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research

∙ 07/19/2021

Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion

In this work we explore the limiting dynamics of deep neural networks tr...

0 Daniel Kunin, et al. ∙

research

∙ 12/08/2020

Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics

Predicting the dynamics of neural network parameters during training is ...

0 Daniel Kunin, et al. ∙

research

∙ 02/28/2020

Two Routes to Scalable Credit Assignment without Weight Symmetry

The neural plausibility of backpropagation has long been disputed, prima...

5 Daniel Kunin, et al. ∙