> For the complete documentation index, see [llms.txt](https://elishai.gitbook.io/neuromorphic-engineering/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective.md).

# II. Scientist perspective

- [4. Biological description of neuronal dynamics](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/biological-description-of-neuronal-dynamics.md): Chapter 4
- [Potentials, spikes and power estimation](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/biological-description-of-neuronal-dynamics/potentials-spikes-and-power-estimation.md): Chapter 4.1
- [Take away lessons](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/biological-description-of-neuronal-dynamics/take-away-lessons.md)
- [Errata](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/biological-description-of-neuronal-dynamics/errata.md)
- [5. Models of point neuronal dynamic](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic.md): Chapter 5
- [Tutorial - models of point neuronal processes](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic/tutorial-models-of-point-neuronal-processes.md): Chapters 5.1-5.3
- [The leaky integrate and fire model](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic/tutorial-models-of-point-neuronal-processes/the-leaky-integrate-and-fire-model.md): Chapter 5.1
- [The Izhikevich neuron model](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic/tutorial-models-of-point-neuronal-processes/the-izhikevich-neuron-model.md): Chapter 5.2
- [The Hodgkin-Huxley neuron model](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic/tutorial-models-of-point-neuronal-processes/the-hodgkin-huxley-neuron-model.md): Chapter 5.3
- [Synapse modeling and point neurons](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic/synapse-modeling.md): Chapter 5.4
- [Case study: a SNN for perceptual filling-in](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic/case-study-a-snn-for-perceptual-filling-in.md): Chapter 5.6
- [Take away lessons](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/models-of-point-neuronal-dynamic/take-away-lessons.md)
- [6. Models of morphologically detailed neurons](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/6.-models-of-morphologically-detailed-neurons.md): Chapter 6
- [Morphologically detailed modeling](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/6.-models-of-morphologically-detailed-neurons/morphologically-detailed-modeling.md): Chapter 6.1
- [The cable equation](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/6.-models-of-morphologically-detailed-neurons/the-cable-equation.md): Chapter 6.2
- [The compartmental model](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/6.-models-of-morphologically-detailed-neurons/the-compartmental-model.md): Chapter 6.3
- [Case study: direction-selective SAC](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/6.-models-of-morphologically-detailed-neurons/case-study-direction-selective-sac.md)
- [Take away lessons](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/6.-models-of-morphologically-detailed-neurons/take-away-lessons.md)
- [7. Models of network dynamic and learning](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/7.-models-of-network-dynamic-and-learning.md)
- [Circuit taxonomy, reconstruction, and simulation](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/7.-models-of-network-dynamic-and-learning/circuit-taxonomy-reconstruction-and-simulation.md): Chapters 7.1-7.2
- [Case study: SACs' lateral inhibition in direction selectivity](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/7.-models-of-network-dynamic-and-learning/case-study-sacs-lateral-inhibition-in-direction-selectivity.md)
- [Neuromorphic and biological learning](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/7.-models-of-network-dynamic-and-learning/neuromorphic-and-biological-learning.md)
- [Take away lessons](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/7.-models-of-network-dynamic-and-learning/take-away-lessons.md)
- [Errate](https://elishai.gitbook.io/neuromorphic-engineering/ii.-scientist-perspective/7.-models-of-network-dynamic-and-learning/errate.md)