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projects/behavior_and_theory/README.md

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| | Run | View |
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| 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) |
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| 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) |
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## IBL
2020

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| | Run | View |
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| 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) |
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| 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) |
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## Laquitaine & Gardner, Neuron, 2017
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| 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) |
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| 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) |
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| 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) |
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| 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) |
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## Working memory
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| 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) |
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| 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) |
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## Motor RNN
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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.
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| 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) |
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| 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) |
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## Databases of models
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## Linking structure, dynamics and function in recurrent neural networks (RNNs) during motor learning
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<img src="template_images/StructureDynamicFunctionInMotorRNN.svg" width="100%">
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<img src="template_images/StructureDynamicFunctionInMotorRNN.svg" width="100%">

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