LIF_ALIF_AELIF.ipynb contains:
- An implementation of LIF neuron model (Leaky Integrate and Fire), Adaptive LIF and Adaptive Exponential LIF from scratch.
- An implementation of 5 different currents to be the input of our neurons.
- An implementation of Line graphs that represent membrane potential of each neuron when exposed to each input current.
- An implementation of Line graphs that represent the frequency of firing of each neuron when exposed to each input current.
Report.pdf contains:
- A complete explanation of required mathematics.
- The results of the project.