https://github.com/neuronstar/spiking-neuron-models

computational neuroscience reading notes
https://github.com/neuronstar/spiking-neuron-models

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computational neuroscience reading notes

• Host: GitHub
• URL: https://github.com/neuronstar/spiking-neuron-models
• Owner: neuronstar
• Created: 2016-02-20T17:27:01.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2021-01-24T13:14:41.000Z (almost 4 years ago)
• Last Synced: 2024-08-03T15:11:34.244Z (3 months ago)
• Homepage: https://neuronstar.github.io/snm/
• Size: 1.73 MB
• Stars: 78
• Watchers: 28
• Forks: 12
• Open Issues: 8
• Metadata Files:
  • Readme: README.md

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README

        
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# spiking-neuron-models

To join chat with math support (no registration required): [[email protected]](https://hack.chat/?neuroscience)

Reading club:

* Book: Spiking Neuron Models - Single Neurons, Populations, Plasticity ([link to book on bookzz.org](http://bookzz.org/book/671436/220f6f))

* One of us leads the discussion

* ~~Russian style~~: raise you hands whenever you have a question or comment

## Notes

* [Single neuron model](01.Single_neuron_model.md) by [@ErbB4](https://github.com/ErbB4)

* [Limitations of SRM and Neuron Coding](02.Limitations_SRM_Contd_and_Coding.md) by [@OctoMiao](https://github.com/emptymalei)

* [Equilibrium Potential and  Hodgkin-Huxley Model](03.Equilibrium_Potential_and_Hodgkin-Huxley_Model.md) by [@harryhare](https://github.com/harryhare)

* [The Zoo of ion channels](04.The_Zoo_of_ion_channels.md) by [@skyworlds](https://github.com/skyworlds)

* [Synapse and Receptors](05.Synapse_and_Receptors.md) by [@ErbB4](https://github.com/ErbB4)

* [Cable Equation and Its Solutions](06.Cable_Equation_and_Its_Solutions.md) by [@OctoMiao](https://github.com/emptymalei)

  * [Supplementary PDF: Cable Equation and Its Solutions](06.1.cable_equation_green_function.pdf) by [@OctoMiao](https://github.com/emptymalei)

* [Reduction to two dimensions and Phase plane analysis](07.Reduction_to_two_dimensions_and_Phase_plane_analysis.md) by [@harryhare](https://github.com/harryhare)

* [Integrate-and-fire Models (Part 1)](08.Integrate-and-Fire-Models-1.md) by [@OctoMiao](https://github.com/emptymalei)

* [From detailed models to formal spiking neurons ](09.From_detailed_models_to_formal_spiking_neurons.md) by [@harryhare](https://github.com/harryhare)

* [Noise and Renewal Process](10.Noise_and_Renewal_Process) by [@ErbB4](https://github.com/ErbB4)

* [Stationary Renewal Theory](11.Stationary_Renewal_Theory.md) by [@OctoMiao](https://github.com/emptymalei)

* [Escape Noise](12.Escape_Noise.md) by [@harryhare](https://github.com/harryhare)

* [All Neuron Models](13.all_neuron_models.md) by [@ErbB4](https://github.com/ErbB4)

* [Slow Noise](14.slow-noise.md) by [@OctoMiao](https://github.com/emptymalei)

* [Diffusive Noise and The subthreshold Regime](15.Diffusive_Noise_and_The_subthreshold_Regime.md) by [@harryhare](https://github.com/harryhare)

* [Stochastic Process](16.stochastic_process.md) by [@ErbB4](https://github.com/ErbB4)

  ​