published

spiking-neuron-models

To join chat with math support (no registration required): [email protected]

Reading club:

• Book: Spiking Neuron Models - Single Neurons, Populations, Plasticity (link to book on bookzz.org)
• One of us leads the discussion
• Russian style: raise you hands whenever you have a question or comment

Notes

• Single neuron model by @ErbB4

• Limitations of SRM and Neuron Coding by @OctoMiao

• Equilibrium Potential and Hodgkin-Huxley Model by @harryhare

• The Zoo of ion channels by @skyworlds

• Synapse and Receptors by @ErbB4

• Cable Equation and Its Solutions by @OctoMiao

  • Supplementary PDF: Cable Equation and Its Solutions by @OctoMiao

• Reduction to two dimensions and Phase plane analysis by @harryhare

• Integrate-and-fire Models (Part 1) by @OctoMiao

• From detailed models to formal spiking neurons by @harryhare

• Noise and Renewal Process by @ErbB4

• Stationary Renewal Theory by @OctoMiao

• Escape Noise by @harryhare

• All Neuron Models by @ErbB4

• Slow Noise by @OctoMiao

• Diffusive Noise and The subthreshold Regime by @harryhare

• Stochastic Process by @ErbB4

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