Resources
Here is a collection of things I like on the internet:
Diversity, Equity and Inclusion
- The Case for Reparations by Ta-Nehisi Coates
- Collection of resources on diversity in academia
- Bias watch Neuro
- Anne’s List
Neuroscience, Dynamical Systems and Machine Learning
Links
- CRCNS for publicly available neuroscience data sets
- Neuromatch provides incredible lectures and tutorials for getting started in computational neuroscience.
- Steve Brunton is a great teacher, with lectures on dynamical systems and control.
- Stephen Boyd’s Introduction to Linear Dynamical Systems lectures at Stanford are all online.
Books
- Steven Strogatz’s Nonlinear Dynamics and Chaos - Now that I think about it, why are there so many Steves in dynamics?
- Dayan & Abbott’s Theoretical Neuroscience textbook
- Bishop’s Pattern Recognition and Machine Learning textbook
- Murphy’s Machine Learning textbook
- MacKay’s textbook and online lectures
- Sutton & Barto’s Reinforcement Learning Textbook