Online Normalization for Training Neural Networks

1 code implementation • NeurIPS 2019 • Vitaliy Chiley, Ilya Sharapov, Atli Kosson, Urs Koster, Ryan Reece, Sofia Samaniego de la Fuente, Vishal Subbiah, Michael James

Online Normalization is a new technique for normalizing the hidden activations of a neural network.

General Classification Image Classification +3

Low-dimensional models of neural population activity in sensory cortical circuits

no code implementations • NeurIPS 2014 • Evan W. Archer, Urs Koster, Jonathan W. Pillow, Jakob H. Macke

Moreover, because the nonlinear stimulus inputs are mixed by the ongoing dynamics, the model can account for a relatively large number of idiosyncratic receptive field shapes with a small number of nonlinear inputs to a low-dimensional latent dynamical model.