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14 changes: 7 additions & 7 deletions projects/behavior_and_theory/README.md
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Expand Up @@ -14,7 +14,7 @@ Credit for data curation: Ann Kennedy

| | Run | View |
| - | --- | ---- |
| Loader notebook | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/Loading_CalMS21_data.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/Loading_CalMS21_data.ipynb?flush_cache=true) |
| Loader notebook | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/Loading_CalMS21_data.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/Loading_CalMS21_data.ipynb?flush_cache=true) |

## IBL

Expand All @@ -25,7 +25,7 @@ Credit for data curation: Eric DeWitt and the IBL team

| | Run | View |
|-----------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Loader notebook | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/IBL_behavior_data.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/IBL_behavior_data.ipynb?flush_cache=true) |
| Loader notebook | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/IBL_behavior_data.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/IBL_behavior_data.ipynb?flush_cache=true) |


## Laquitaine & Gardner, Neuron, 2017
Expand All @@ -34,23 +34,23 @@ The Laquitaine & Gardner dataset contains behavioral data collected in a motion

| | Run | View |
| - | --- | ---- |
| Loader & Exploration notebook | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/laquitaine_human_errors.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/laquitaine_human_errors.ipynb) |
| Additional analyses | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/laquitaine_motion_prior_learning.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior/laquitaine_motion_prior_learning.ipynb) |
| Loader & Exploration notebook | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/laquitaine_human_errors.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/laquitaine_human_errors.ipynb) |
| Additional analyses | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/laquitaine_motion_prior_learning.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/laquitaine_motion_prior_learning.ipynb) |


## Working memory

| | Run | View |
| - | --- | ---- |
| Working memory | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/theory/RNN_working_memory.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/theory/RNN_working_memory.ipynb?flush_cache=true) |
| Working memory | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/RNN_working_memory.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/RNN_working_memory.ipynb?flush_cache=true) |

## Motor RNN

We built on [Feulner & Clopath, Plos Computational Biology, 2021](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008621) to propose this project. Here we explore how RNN representation dynamics is linked with connectivity structure and task complexity.

| | Run | View |
| - | --- | ---- |
| Motor RNN | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/theory/motor_RNNs.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/theory/motor_RNNs.ipynb) |
| Motor RNN | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/motor_RNNs.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/NeuromatchAcademy/course-content/blob/main/projects/behavior_and_theory/motor_RNNs.ipynb) |


## Databases of models
Expand Down Expand Up @@ -105,4 +105,4 @@ Click on each image below to see a full browser version!

## Linking structure, dynamics and function in recurrent neural networks (RNNs) during motor learning

<img src="template_images/StructureDynamicFunctionInMotorRNN.svg" width="100%">
<img src="template_images/StructureDynamicFunctionInMotorRNN.svg" width="100%">