jnoni/psych-neuro-cs

A reference guide to all the resources, projects, study material for those whose interests lie on the intersection of Psychology, Neuroscience and Computer Science

psych-neuro-cs

As the name goes, our aim is to create a reference guide for all the information that could serve as a great guiding point to someone who is getting started in research that lies at the intersection of these three beautifully meshed fields of Psychology, Neuroscience and Computer Science .

Please feel free to contribute by opening a new issue or responding to existing ones. To start adding to this guide, please open a pull request.

Why Study this Intersection?

Future Scope

Roadmap

Good Reads

NON-FICTION:

1. Theoretical Neuroscience - Dayan, Abbott
2. The Computational Brain by Terrence Sejnowiski & Patricia Churchland
3. Collaborative learning: Cognitive and computational approaches by P Dillenbourg

FICTION:

1. The Man Who Mistook His Wife for a Hat and Other Clinical Tales - Oliver Sacks
2. Phantoms in the Brain: Probing the Mysteries of the Human Mind - V.S. Ramachandran, Sandra Blakeslee, Oliver Sacks

MOOCs and Blogs You Must Follow

1. Neuroecology by Adam J. Calhoun
2. Simulation Neuroscience

Become a Professional Researcher in the Subject

ACADEMIC LABS:

1. IDSIA
2. MIT Media Lab
3. CSAIL
4. Salk Institute
5. Tye Lab
6. Rotman Research Institute
7. Gatsby Computational Neuroscience Unit
8. UCL Allen Institute for Brain Science
9. Computational Neuroscience Lab, Institute of Computer Science, University of Tartu

PRIVATE LABS:

1. Human Connectome Project

Global Projects and Funding Organisations

1. White House Brain Initiative
2. Human Brain Project

Top Challenges and Open Problems in the Field

Notable Researchers in the Field

1. Terrence Sejnowiski
2. Patricia Churchland
3. Oriol Vinayls
4. Shakir Md.
5. Daniel Zoran
6. Paul Bloom
7. Charles Blundell
8. Benigno Uria
9. Alexander Pritzel
10. Demis Hassabis
11. Daan Wierstra
12. Rosalind Picard
13. Kay Tye
14. Alex Huk
15. Jürgen Schmidhuber
16. Sepp Hochreiter
17. Geoffrey E. Hinton
18. Marvin Minsky
19. TM Mitchell
20. MA Wheeler
21. E Tulving

Relevant Conferences

1. COSYNE
2. NIPS
3. ICLR
4. Cognitive Computational Neuroscience
5. ICML
6. IJCNN
7. Bernstein Conference
8. ESANN

Important Papers

1. Cognitive Psychology for Deep Neural Network by Google Deep Mind
2. Foraging for foundations in decision neuroscience: insights from ethology

Journals

1. Nature
2. Frontiers in Computational Neuroscience
3. The Journal of Neuroscience Methods

Relevant Resources

1. For asking questions Psychology and Neuroscience beta - Stack Exchange