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Added link to our paper.

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Agnieszka Grabska-Barwińska
2021-03-15 11:27:17 +00:00
committed by Louise Deason
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gated_linear_networks/colabs/README.md
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`dendritic_gated_network.ipynb` implements a Dendritic Gated Network (DGN) solving a regression (using quadratic loss) or a binary classification problem (using Bernoulli log loss).
See our paper titled "A rapid and efficient learning rule for biological neural circuits" for details of the DGN model.
See our paper titled ["A rapid and efficient learning rule for biological neural circuits"](https://www.biorxiv.org/content/10.1101/2021.03.10.434756v1) for details of the DGN model.
### Instructions for running the `dendritic_gated_network.ipynb` colab/notebook.
gated_linear_networks/colabs/dendritic_gated_network.ipynb
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"\n",
"This colab implements a Dendritic Gated Network (DGN) solving a regression (using quadratic loss) or a binary classification problem (using Bernoulli log loss).\n",
"\n",
"See our paper titled \"A rapid and efficient learning rule for biological neural circuits\" for details of the DGN model.\n",
"See our paper titled [\"A rapid and efficient learning rule for biological neural circuits\"](https://www.biorxiv.org/content/10.1101/2021.03.10.434756v1) for details of the DGN model.\n",
"\n",
"\n",
"Some implementation details:\n",