awesome-computational-neuroscience VS course-content

I have a list of research labs on neuro (https://github.com/eselkin/awesome-computational-neuroscience). Most of them are in the U.S., so my choices are from the U.S. labs but not the top ones.

I’ll be applying to graduate programs in the fall, and I’ve been eyeing predictive processing as something I might find interesting. Since I assume the next step would be to try and find faculty in this, area I was wondering how I should go about doing this. I did come across this fine resource https://github.com/eselkin/awesome-computational-neuroscience, however it doesn’t seem to have many people explicitly interested in this domain. Additionally my impression is that a lot of the research is centred around institutions in the UK (like UCL) which seems to be omitted from this list. If anyone can identify some institutions that I should take a look at or similarly compiled resources specifically for predictive processing I’d be grateful. I assume my main alternative would be to look for papers in this field, and then check out the authors?

You kinda don’t wanna focus on an “overall ranking” for PhD programs. They’re likely very opinionated as your PhD degree is topic specific. Here’s a list of some schools that partake in Comp Neuroscience Research.However, ironic as it is you’re going to be doing research to obtain your PhD and that research process starts with the school you’re wanting to choose

Yes. And if you want to get a jump start on what a computational neuroscience PhD might look like, check out our materials at https://compneuro.neuromatch.io. Like a PhD in a box... and all free to use/explore!

The neuromatch computational neuroscience course also seems quite interesting, though maybe less of practical use.

https://compneuro.neuromatch.io/

Recent research like "Relating transformers to models and neural representations of the hippocampal formation" might make it more relevant though (https://arxiv.org/abs/2112.04035v2)

quote from the abstract of that paper:

check out the curated datasets and project outlines for Neuromatch Academy's computational neuroscience course for some inspiration! https://compneuro.neuromatch.io

One possible thing I saw is taking https://compneuro.neuromatch.io/ courses, Although I'm not sure of the effect it adds to my CV.

https://github.com/NeuromatchAcademy/course-content https://github.com/NeuromatchAcademy/course-content-dl

If you'd like to learn more about it, you can check out last year's Comp Neuro course contents here, last year's Deep Learning course contents here, read the paper we wrote about the original NMA here, read our Nature editorial, or the Lancet article00074-0/fulltext) about us.

Check out Neuromatch Academy. If you don't have time or inclination to do the summer school this summer, you can simply access all the videos and tutorials for free at https://compneuro.neuromatch.io

https://compneuro.neuromatch.io has all the materials for free, including lecture videos and hands on Google Colab notebook programming exercises. You can also apply to take the course synchronously with a "pod" of 10 other people in a 3-week summer intensive online, with a TA to guide you and group projects to cement your understanding. To apply, check out http://academy.neuromatch.io. Applications open soon and it sounds like you'd be a great fit.

Yes, Neuromatch Academy. Their whole course is available as a Jupyter Book here

Maybe better than any single book or paper, I would recommend you check out neuromatch academy. There are 2 courses, computational neuroscience and deep learning and everything is free and open source. Play with the code, listen to the lectures, even do a "canned project" if you want experience.