online course material
- Bill Bialek Biophysics, coding
chemotaxis and noise. Lots of references with pdf's.
- Richard Hahnloser Biophysics of neural systems, University of Zürich
- Steve Cox and Fabrizio Gabbiani Theoretical Neuroscience, Rice University
- John Hertz Theoretical Neuroscience
- Sebastian Seung: Learning: From Synapses to Systems
online books
- Spiking Neuron Models by W. Gerstner and W. Kistler
- Reinforcement learning by Richard S. Sutton and Andrew G. Barto
- Analysis of Neural Excitability and Oscillations
by G. B. Ermentrout and J. Rinzel
- Classic Psychology texts - a great resource. Includes James'
Principles of psychology and lots of others.
- The hippocampus as a cognitive map by J. O'Keefe and L. Nadel (1978)
- Numerical Recipes in C by Press et al.
- Probability Theory: The logic of Science by E. T. Jaynes
- Introduction to Graphical Models by
Michael Jordan and Chris Bishop, drafts available online
- Felix Agakov's homepage with lots of links
to online material
- Information Theory, Inference, and Learning
Algorithms by David MacKay. Very comprehensive and broad.
maths etc.
- Mathworld
- Maths Archives Tutorials, books and links arranged by topics.
- Virtual Laboratories in Probability and Statistics Stats overview
- Various lecture notes on statistics and limit theorems by S.R. Srinivasa Varadhan
- Connexions Online resources, covering all kinds of things, from flutes to stats and lemmas.
computers
- Reference cards for TeX, C etc
- Latex Math symbols
- Emacs reference sheet
- w3 schools HTML / web tutorials
- Iain's homepage - lots of very useful information
- VIM tips
- ITS training materialsTraining about internet, operating system. Many mathematical and
statistical software trainings are also included.
medicine
- GALS screening.
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