From 4dcbcc2865aa85a81f747a12b0cee76e879d1880 Mon Sep 17 00:00:00 2001
From: Jonathan Schwarz <schwarzjn@google.com>
Date: Wed, 29 Sep 2021 12:23:02 +0100
Subject: [PATCH] Updating Powerpropagation README

PiperOrigin-RevId: 399653061
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 powerpropagation/README    |  3 ---
 powerpropagation/README.md | 15 +++++++++++++++
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 delete mode 100644 powerpropagation/README
 create mode 100644 powerpropagation/README.md

diff --git a/powerpropagation/README b/powerpropagation/README
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-# Powerpropagation
-
-This notebook contains code to accompany the paper on Powerpropagation.  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepmind/deepmind_research/blob/master/powerpropagation/functional_regularisation_for_continual_learning.ipynb)
diff --git a/powerpropagation/README.md b/powerpropagation/README.md
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+# Powerpropagation
+
+This notebook contains code to accompany the NeurIPS 2021 paper on Powerpropagation.  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepmind/deepmind_research/blob/master/powerpropagation/powerpropagation.ipynb)
+
+If you find this code useful, please consider citing this paper:
+
+```
+@article{schwarz2021powerpropagation,
+  title={Powerpropagation: A sparsity inducing weight reparameterisation},
+  author={Schwarz, Jonathan and Jayakumar, Siddhant M and Pascanu, Razvan and Latham, Peter and Teh, Yee Whye},
+  year={2021},
+  journal={Neural Information Processing Systems (NeurIPS)},
+  keywords={conference},
+}
+```