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simulation neuroscience

course link

每天我会给出主要两节(不包括overview和revision)的笔记与练习可能的答案(有时候会做错而不知道答案是啥)

overview和revision会“就近”给出。

比如第一周中,写了Understanding the brain 和 Experimental data也会写overview

讨论可以在任何时候或者集中时间,任何内容都可以,但超前我们可能没法解答。

我大约会在12天后完成这个课程。

如果你也写了一些笔记和代码希望分享,可以发给我。如果你会使用git,我可以加你到贡献者中。

开始时间: 待定 注意edx是有开放时间限制的,我的到2019.6.17

目前完成的: 无

neuronaldynamics-book-exercises-discussion

This is indicated to build an answer set for neuronaldynamics-exercises

I am new to neuronal dynamics, the answers are probably wrong.

  • 2. Leaky-integrate-and-fire model
  • 3. The Exponential Integrate-and-Fire model
  • 4. AdEx: the Adaptive Exponential Integrate-and-Fire model
  • 5. Dendrites and the (passive) cable equation
  • 6. Numerical integration of the HH model of the squid axon
  • 7. FitzHugh-Nagumo: Phase plane and bifurcation analysis
  • 8. Hopfield Network model of associative memory
  • 9. Type I and type II neuron models
  • 10. Oja’s hebbian learning rule
  • 11. Network of LIF neurons (Brunel)
  • 12. Spatial Working Memory (Compte et. al.)
  • 13. Perceptual Decision Making (Wong & Wang)

For more information, see the authors' official book site Neuronal Dynamics

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GNU GPL v3

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Some neuronal dynamics of EPFL discussion

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