Hi👋, today I want to give you a program with which you can start to study computational neuroscience by yourself. I listed all the resources below. Hope you enjoy ❤️
00:00 - Intro
01:00 - 3 skills for computational neuroscience
01:11 - Programming resources
04:00 - Machine learning
05:01 - Bash code
06:00 - Mathematics resources
08:02 - Physics resources
09:46 - Neuroscience resources
👩💻Programming:
100 days of code: [ Ссылка ]
Machine Learning:
- Christopher Bishop - Pattern recognition and machine learning [ Ссылка ]
- Information Theory, Inference, and Learning Algorithms
David J.C. MacKay - [ Ссылка ]
- [ Ссылка ]
➕Math:
- Introduction to Linear Algebra - gilber strang - [ Ссылка ]
- 3blue1brown: Vectors | Chapter 1, Essence of linear algebra
📈Data science and statistics:
- Fundamentals of Statistics [ Ссылка ]
- Probability - The Science of Uncertainty and Data [ Ссылка ]
- Naked Statistics: Stripping the Dread from the Data -[ Ссылка ]
👩⚕️Physics:
Introduction to Electrodynamics - David J. Griffiths - [ Ссылка ]
An atomic Boltzmann machine capable of self-adaption - [ Ссылка ]
Lecture by bert van kappen: [ Ссылка ]
🧠Neuroscience:
Nature Reviews Neuroscience and Nature Neuroscience:
- Deep learning in alternate reality
- Neurons as will and representation
Elife - open science journal:
- Charting brain growth and aging at high spatial precision
Frontiers in neuroscience:
- End-to-End Deep Image Reconstruction From Human Brain Activity
🎵 Music: Epidemic Sound - [ Ссылка ]
🐦 Twitter: [ Ссылка ]
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