How to Self Study Coding for Computational Neuroscience

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Hi👋, today I want to give you a roadmap with which you can use to start to study coding for computational neuroscience by yourself. I listed all the resources below. Hope you enjoy ❤️

00:00 - Intro
02:10 - Step 1: Learn the basics first and fast
06:53 - Step 2: Pick a topic
12:06 - Step 3: Find a project
16:00 - Step 4: Update your knowledge

👩‍🏫Courses I love:
Python specialisation - https://imp.i384100.net/WD5b0e
100 days of code - https://www.udemy.com/course/100-days...
Machine learning course - https://imp.i384100.net/9W64oe

📚Resources:
Github - https://docs.github.com/en/get-starte...
Command line - https://www.codecademy.com/learn/lear...
Jupyter notebook - https://jupyter.org/try-jupyter/retro...

Other videos used:
- [   • Computational Neuroscience  ]
- [   • Neural Network 3D Simulation  ]

Papers:
Machine learning
- Cichy, R. M., Khosla, A., Pantazis, D., Torralba, A., and Oliva, A. (2016). Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence. Scientific reports 6(1): 1-13.

Dynamical systems:
- Lindsay, G. W., Rubin, D. B., and Miller, K. D. (2019). A simple circuit model of visual cortex explains neural and behavioral aspects of attention. bioRxiv 875534. doi: [10.1101/2019.12.13.875534]

Reinforcement learning:
Wang, J. X., Kurth-Nelson, Z., Kumaran, D., Tirumala, D., Soyer, H., Leibo, J. Z., … and Botvinick, M. (2018). Prefrontal cortex as a meta-reinforcement learning system. Nature neuroscience 21(6)

🎵 Copyright free music: Epidemic Sound - https://share.epidemicsound.com/ndkqqq

Noise cancelling headphones:
Bose QuietComfort 35 II - https://geni.us/YQzq
Sony WH-1000XM4 - https://geni.us/60vGhb

*Some of the links are affiliate links, which help me buy some extra coffee throughout the week ☕️

🙋‍♀️ Hi, my name is Charlotte Fraza a second year PhD student in Computational Neuroscience at the Donders institute in the Netherlands. With this Channel I hope to teach the world about Computational Neuroscience and give current and prospective students the tools to enter this field. I hope you enjoy the videos ❤️.

💃 Connect with me
👩‍💻 Website: https://www.charfraza.com/
🐦 Twitter:   / cfraza  
📧 For brands/collaborations: [email protected]
I try to answer all the comments, but if I don't respond I'm probably in my coding cave 👩‍💻

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